El Dr. Juan Humberto Sossa Azuela es Jefe del Laboratorio de Robótica y Mecatronica del Centro de Investigación en Computación del Instituto Politécnico Nacional. Es miembro del Sistema Nacional de investigadores nivel 3 y de la Academia mexicana de Ciencias. Es también miembro Senior de la IEEE. Es autor de 20 libros, 8 patentes y más 450 artículos en revistas, congresos y capítulos de libro. Ha recibido múltiples premios entre los que destacan La Presea Lázaro Cárdenas por el IPN en la categoría de Profesor Investigador, el Galardón Honorífico Enrique Díaz de León por la UDG y la Instauración de la Cátedra con su nombre por la UACJ. Lleva la agenda digital para el establecimiento de las carreras de Ingeniería en Inteligencia Artificial y de Licenciado en Ciencia de Datos en Instituto Politécnico Nacional. Sus áreas de investigación son el Inteligencia Artificial y Robótica.
Dr. en Ciencia y Tecnología de Inteligencia Artificial y Ciencia de Datos (2025)
Mtro. en Informática (1996)
Ing. en Comunicaciones y Eléctrica (0000)
M. en C. en Ingeniería Eléctrica (0000)
Nivel SNII:
9 (2011-2031 )
Email:
hsossa@cic.ipn.mx
Extensión(es):
56512, 56504
| Programas Académicos | |
|---|---|
| MCC - Sistemas y Tecnologías Computacionales de Alto Desempeño | Tiempo Completo |
| DCC - Sistemas y Tecnologías Computacionales de Alto Desempeño | Tiempo Completo |
| MCIC - Sistemas y Tecnologías Computacionales de Alto Desempeño | Tiempo Completo |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Dual-Mode CMOS LIF Neuron With Subthreshold Efficiency and Saturation-Driven Robustness | IEEE Access | 2026-01-26 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| A Study to Determine the Feasibility of Combining Mobile Augmented Reality and an Automatic Pill Box to Support Older Adults' Medication Adherence | Computers | 2025-10-02 | |
| Cross-Domain Transfer Learning Architecture for Microcalcification Cluster Detection Using the MEXBreast Multiresolution Mammography Dataset | Mathematics | 2025-07-28 | |
| Error Correction in Quantum Computing | Artificial Intelligence and Quantum Computing: Early Innovations. Volume 1 | 2025-10-01 | |
| Mexican dataset of digital mammograms (MEXBreast) with suspicious clusters of microcalcifications | Data in Brief | 2025-06-01 | |
| Quantum Surface Topological Code for Bell State Stabilization in Superconducting Physical Qubit Systems | Mathematics | 2025-07-01 | |
| Residual shallow convolutional neural network to classify microcalcifications clusters in digital mammograms | Biomedical Signal Processing and Control | 2025-04-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Action Recognition in Videos through a Transfer-Learning-Based Technique | Mathematics | 2024-10-01 | |
| Analog Implementation of a Spiking Neuron with Memristive Synapses for Deep Learning Processing | Mathematics | 2024-06-29 | |
| Building an Analog Circuit Synapse for Deep Learning Neuromorphic Processing | Mathematics | 2024-07-20 | |
| Electricity consumption modeling by a chaotic convolutional radial basis function network | Journal of Supercomputing | 2024-03-01 | |
| Humanoid Robot Teleoperation Through 3-D Pose Estimation | Contemporary Mathematics | 2024-09-14 | |
| Lightweight CNN for Detecting Microcalcifications Clusters in Digital Mammograms | Computación y Sistemas | 2024-01-01 | |
| Multiclass Classification of Visual Electroencephalogram Based on Channel Selection, Minimum Norm Estimation Algorithm, and Deep Network Architectures | Sensors | 2024-06-01 | |
| Quantum K-Nearest Neighbors: Utilizing QRAM and SWAP-Test Techniques for Enhanced Performance | Mathematics | 2024-06-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| 3-D Interface for Humanoid Robot Operation | Computación y Sistemas | 2023-10-01 | |
| A methodology for character recognition and revision of the linear equations solving procedure | Information Processing and Management | 2023-01-01 | |
| A New Fat-Removal-Based Preprocessing Pipeline for MLO View in Digital Mammograms | IEEE Access | 2023-01-13 | |
| Automatic Recognition of Leukemia AML Using Evolutionary Vision | Computación y Sistemas | 2023-01-01 | |
| Blood Pressure Estimation Algorithm by a Cuff-Based Monitoring Unit | Computación y Sistemas | 2023-10-01 | |
| Comparison of Neural Networks for Emotion Detection | Computación y Sistemas | 2023-07-01 | |
| Dendritic neural networks in the classification of estrous cycle images | International Journal of Combinatorial Optimization Problems and Informatics | 2023-03-01 | |
| Energy processes prediction by a convolutional radial basis function network | Energy | 2023-10-03 | |
| Improving the Classification Performance of Dendrite Morphological Neurons | IEEE Transactions on Neural Networks and Learning Systems | 2023-08-01 | |
| Learning an artificial neural network to discover bit-quad-based formulas to compute basic object properties | Pattern Recognition | 2023-10-01 | |
| Learning smooth dendrite morphological neurons by stochastic gradient descent for pattern classification | Neural Networks | 2023-11-01 | |
| Learning smooth dendrite morphological neurons for pattern classification using linkage trees and evolutionary-based hyperparameter tuning | Pattern Recognition Letters | 2023-08-01 | |
| Neural Networks for an Automated Screening System to Detect Anomalies in Retina Images | What AI Can Do: Strengths and Limitations of Artificial Intelligence | 2023-10-03 | |
| Objective psychomotor laparoscopic skills evaluation using a low-cost wearable device based on accelerometry: construct and concurrent validity study | Surgical Endoscopy and Other Interventional Techniques | 2023-04-01 | |
| Residual 3D convolutional neural network to enhance sinograms from small-animal positron emission tomography images | Pattern Recognition Letters | 2023-08-01 | |
| Title: Hip and lower limbs 3D motion tracking using a double-stage data fusion algorithm for IMU/MARG-based wearables sensors | Biomedical Signal Processing and Control | 2023-09-01 | |
| Using a novel XAI algorithm for Data Augmentation in image classification problems | International Journal of Combinatorial Optimization Problems and Informatics | 2023-01-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Dynamic balance of a bipedal robot using neural network training with simulated annealing | Frontiers in Neurorobotics | 2022-07-28 | |
| Fast Crack Segmentation with Depth-to-Space Operator for Pavement Maintenance | IEEE Latin America Transactions | 2022-10-01 | |
| Implementation of Kalman Filtering with Spiking Neural Networks | Sensors | 2022-11-01 | |
| Learning an Artificial Neural Network for Discovering Combinations of Bit-Quads to Compute the Euler Characteristic of a 2-D Binary Image | Computacion y Sistemas | 2022-01-01 | |
| Neuromorphic Signal Filter for Robot Sensoring | Frontiers in Neurorobotics | 2022-06-13 | |
| Neuron cell count with deep learning in highly dense hippocampus images | Expert Systems with Applications | 2022-12-01 | |
| Orientation Modeling Using Quaternions and Rational Trigonometry | Machines | 2022-09-01 | |
| R-STDP spiking neural network architecture for motion control on a changing friction joint robotic arm | Frontiers in Neurorobotics | 2022-03-14 | |
| Spiking Neural Network implementation of LQR control on underactuated system | International Journal of Combinatorial Optimization Problems and Informatics | 2022-08-30 | |
| Training an Artificial Neural Network to Compute the Euler Number of a 2-D Binary Image based on Vertex Chain Codification | International Journal of Combinatorial Optimization Problems and Informatics | 2022-01-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| 3D Convolutional Neural Network for Positron Emission Tomography Image Enhancement | Research in Computing Science | 2021-11-01 | |
| A Comparative Study of Dendrite Neural Networks for Pattern Classification | International Journal of Combinatorial Optimization Problems and Informatics | 2021-09-01 | |
| A Novel Data Augmentation Method based on XAI | Research in Computing Science | 2021-11-01 | |
| Actions Selection During a Mobile Robot Navigation for the Autonomous Recharging Problem | Computación y Sistemas | 2021-10-01 | |
| Artificial Intelligence for Industry 4.0 in Iberoamerica | Computación y Sistemas | 2021-10-01 | |
| Classical Contrast Enhancement Methods in the Classification of Estrous Cycle Images | Research in Computing Science | 2021-11-01 | |
| Deteccion de bots en redes sociales usando técnicas procesamiento de lenguaje natural | Research in Computing Science | 2021-05-01 | |
| Editorial: Advances in Robots Trajectories Learning via Fast Neural Networks | Frontiers in Neurorobotics | 2021-03-22 | |
| Feet Point Cloud Orientation, Localization and Semantic Segmentation | Research in Computing Science | 2021-11-01 | |
| Hybrid Geodesic System Architecture for Communication and Tracking Tactical Offline | Research in Computing Science | 2021-11-01 | |
| Improving Leukemia Image Classification by Extracting and Transferring Knowledge by Evolutionary Vision | Research in Computing Science | 2021-11-01 | |
| Introduction to the Thematic Issue on Artificial Intelligence for Industry 4.0 | Computación y Sistemas | 2021-10-01 | |
| New Explainability Method based on the Classification of Useful Regions in an Image | Computación y Sistemas | 2021-10-01 | |
| Optimization of a passive parallelogram suspension system for a planetary rover using differential evolution | IEEE Latin America Transactions | 2021-08-01 | |
| Pixel-Wise Classification in Hippocampus Histological Images | Computational and Mathematical Methods in Medicine | 2021-05-21 | |
| Reactive navigation under a fuzzy rules-based scheme and reinforcement learning for mobile robots | PeerJ Computer Science | 2021-06-04 | |
| Smooth dendrite morphological neurons | Neural Networks | 2021-04-01 | |
| Spiking Neural Network Implementation of LQR Control on an Underactuated System | Research in Computing Science | 2021-11-01 | |
| Study of the Effect of Combining Activation Functions in a Convolutional Neural Network | IEEE Latin America Transactions | 2021-05-01 | |
| Symbolic Learning using Brain Programming for the Recognition of Leukemia Images | Computación y Sistemas | 2021-10-01 | |
| Vision assisted pick and place robotic machine | International Journal of Combinatorial Optimization Problems and Informatics | 2021-09-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| 3D Motion Tracking of the Shoulder Joint with Respect to the Thorax Using MARG Sensors and Data Fusion Algorithm | Biocybernetics and Biomedical Engineering | 2020-07-01 | |
| A Convolutional Neural Network for Handwritten Digit Recognition | International Journal of Combinatorial Optimization Problems and Informatics | 2020-01-01 | |
| Advanced Robotic Vehicles Programming: An Ardupilot and Pixhawk Approach | 2020-02-04 | ||
| An Approach to the Computation of the Euler Number by means of the Vertex Chain Code | Computational and Mathematical Methods in Medicine | 2020-07-16 | |
| CNN Based Detectors on Planetary Environments: A Performance Evaluation | Frontiers in Neurorobotics | 2020-10-30 | |
| Estudio comparativo de algoritmos de súper resolución de una sola imagen basados en aprendizaje profundo | Research in Computing Science | 2020-08-01 | |
| Expert knowledge for the recognition of leukemic cells | Applied Optics | 2020-05-10 | |
| Explicación visual de la predicción de un clasificador de imágenes | Research in Computing Science | 2020-09-01 | |
| Handcraft and Automatic Approaches for the Recognition of Leukemia Images | Research in Computing Science | 2020-09-01 | |
| Hybrid neural networks for big data classification | Neurocomputing | 2020-05-21 | |
| Mejora eficiente de la luminosidad en imágenes del cerebro humano utilizando redes neuronales pulso-acopladas | Computación y Sistemas | 2020-01-01 | |
| Novel Mathematical Model of Breast Cancer Diagnostics Using an Associative Pattern Classification | Diagnostics | 2020-02-01 | |
| On the accuracy and computational cost of spiking neuron implementation | Neural Networks | 2020-02-01 | |
| PD plus SMC Quadrotor Control for Altitude and Crack Recognition Using Deep Learning | International Journal of Control Automation and Systems | 2020-04-01 | |
| Reconocimiento robusto de lugares mediante redes neuronales convolucionales | Computación y Sistemas | 2020-10-02 | |
| Reconstrucción autónoma de un mapa métrico de una pista de competencias usando visión artificial | Research in Computing Science | 2020-09-01 | |
| Selección de acciones para la navegación de un robot móvil basada en fuzzy Q-learning | Research in Computing Science | 2020-08-18 | |
| Spiking Neural Networks applied to the classification of motor tasks in EEG signals | Neural Networks | 2020-02-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| A vision from a physical point of view and the information theory on the image segmentation | Journal of Intelligent & Fuzzy Systems | 2019-09-09 | |
| Dendrite ellipsoidal neurons based on k-means optimization | Evolving Systems | 2019-09-01 | |
| Efficient FPGA Hardware Implementation for Robot Manipulator Kinematic Modeling Using Rational Trigonometry | IEEE Latin America Transactions | 2019-09-01 | |
| Estrous Cycle Classification through Automatic Feature Extraction | Computación y Sistemas | 2019-10-01 | |
| Formulaciones para el cálculo eficiente del número de hoyos de un objeto binario 2-D | Research in Computing Science | 2019-08-01 | |
| Fully Convolutional Networks for Automatic Pavement Crack Segmentation | Computación y Sistemas | 2019-04-01 | |
| Learning an Efficient Gait Cycle of a Biped Robot Based on Reinforcement Learning and Artificial Neural Networks | Applied Sciences-Basel | 2019-02-01 | |
| Modelos neuronales pulsantes adaptados para el mejoramiento de luminosidad de imágenes cerebrales de gran resolución | Research in Computing Science | 2019-07-01 | |
| Prototipo de sistema embebido para la asistencia de personas con discapacidad visual en la acera pública | Research in Computing Science | 2019-10-01 | |
| Reinforcement Learning Compensation based PD Control for a Double Inverted Pendulum | IEEE Latin America Transactions | 2019-02-01 | |
| Teaching Basic Concepts: Geometric Forms and Colors on a NAO Robot Platform | Research in Computing Science | 2019-10-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Comparación de dos métodos para reconocimiento de dígitos manuscritos fuera de línea | Research in Computing Science | 2018-05-18 | |
| Dendrite morphological neural networks for motor task recognition from electroencephalographic signals | Biomedical Signal Processing and Control | 2018-07-25 | |
| Design and construction of a robotic platform for 3D reconstruction through an embedded processing system | IEEE Latin America Transactions | 2018-01-01 | |
| Differential evolution training algorithm for dendrite morphological neural networks | Applied Soft Computing | 2018-07-20 | |
| Estudio comparativo del reconocimiento de rostros térmicos basado en características invariantes | Research in Computing Science | 2018-05-17 | |
| Generating exponentially stable states for a Hopfield Neural Network | Neurocomputing | 2018-01-31 | |
| Morphological Neural Networks with Dendritic Processing for Pattern Classification | Advanced Topics on Computer Vision, Control and Robotics in Mechatronics | 2018-04-29 | |
| Quantitative evaluation of binary digital region asymmetry with application to skin lesion detection | BMC Medical Informatics and Decision Making | 2018-06-27 | |
| Reconocimiento de objetos cuasi-planos mediante un sistema de tratamiento digital de imágenes embebido en una plataforma tipo Raspberry Pi | Research in Computing Science | 2018-10-15 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| A landscape of learning analytics: An exercise to highlight the nature of an emergent field | Learning Analytics: Fundamentals, Applications, and Trends | 2017-02-18 | |
| Comparative analysis of texture descriptors in maize fields with plants, soil and object discrimination | Precision Agriculture | 2017-10-10 | |
| Dendrite Ellipsoidal Neuron | 2017 International Joint Conference on Neural Networks (IJCNN) | 2017-05-14 | |
| Dendrite morphological neurons trained by stochastic gradient descent | Neurocomputing | 2017-10-18 | |
| Filtrado de ruido Gaussiano mediante redes neuronales pulso-acopladas | Computación y Sistemas | 2017-04-01 | |
| How the Accuracy and Computational Cost of Spiking Neuron Simulation are Affected by the Time Span and Firing Rate | Computación y Sistemas | 2017-10-01 | |
| Navegación jerárquica de un robot humanoide usando redes de Petri y lógica difusa | Research in Computing Science | 2017-05-22 | |
| Visión por computadora en un robot móvil tipo oruga | Research in Computing Science | 2017-05-11 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| A backstepping-based procedure with saturation functions to control the PVTOL system | Nonlinear Dynamics | 2016-02-01 | |
| A bio-inspired evolutionary algorithm: allostatic optimisation | International Journal of Bio-Inspired Computation | 2016-07-01 | |
| Detección de obstáculos en imágenes de campos de maíz | Revista Internacional de Investigación e Innovación Tecnológica | 2016-07-01 | |
| Image Segmentation Using an Evolutionary Method Based on Allostatic Mechanisms | Image Feature Detectors and Descriptors: Foundations and Applications. | 2016-02-23 | |
| Improving pattern classification of DNA microarray data by using PCA and logistic regression | Intelligent Data Analysis | 2016-07-13 | |
| Spatio-temporal analysis for obstacle detection in agricultural videos | Applied Soft Computing | 2016-08-01 | |
| Uso de redes neuronales pulsantes para mejorar el filtrado de imágenes contaminadas con ruido Gaussiano | Research in Computing Science | 2016-09-08 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| A study of the Associative Pattern Classifier Method for Multi-Class Processes | Journal of Optoelectronics and Advanced Material | 2015-05-01 | |
| Classification of Hand Movements from Non-invasive Brain Signals Using Lattice Neural Networks with Dendritic Processing | Lecture Notes in Computer Scienc; 7th Mexican Conference on Pattern Recognition (MCPR 2015) | 2015-06-24 | |
| Implementación y control de un conmutador de imágenes multifocales | Research in Computing Science | 2015-07-08 | |
| Reconocimiento de objetos en una plataforma robótica móvil | Cultura Científica y Tecnológica | 2015-01-01 | |
| Retinal vessel extraction using Lattice Neural Networks with Dendritic Processing | Computers in Biology and Medicine | 2015-03-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Activity theory as a framework for building adaptive E-Learning Systems: A case to provide empirical evidence | Computers in Human Behavior | 2014-01-01 | |
| Alternative Formulations to Compute the Binary Shape Euler Number | IET Computer Vision | 2014-02-14 | |
| Bioinspired metaheuristics for image segmentation. | Electronic Letters on Computer Vision and Image Analysis | 2014-05-25 | |
| Decision Making by Rule-Based Fuzzy Cognitive Maps: An Approach to Implement Student-Centered Education | Fuzzy Cognitive Maps for Applied Sciences and Engineering | 2014-01-01 | |
| Digital Shape Compactness measure by means of Perimeter Ratios | Electronics Letters | 2014-01-30 | |
| Efficient training for dendrite morphological neural networks | Neurcomputing | 2014-05-05 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| A comparison of nature inspired algorithms for multi-threshold image segmentation | Expert Systems with Applications | 2013-03-01 | |
| An educational fuzzy-based control platform using LEGO robots | International Journal of Electrical Engineering Education | 2013-04-01 | |
| Block matching algorithm for motion estimation based on Artificial Bee Colony (ABC) | Applied Soft Computing | 2013-06-01 | |
| Computing the Euler Number of a Binary Image based on a Vertex Codification | Journal of Applied Research and Technology | 2013-06-01 | |
| Evolutionary Computation Applied to the Automatic Design of Artificial Neural Networks and Associative Memories | Advances in Intelligent Systems and Computing | 2013-01-01 | |
| Fast Circle Detection Using Harmony Search Optimization | Advances in Intelligent Systems and Computing | 2013-01-01 | |
| Particle Swarm Optimization Applied to Interferogram Demodulation | Advances in Intelligent Systems and Computing | 2013-01-01 | |
| Proactive Sequencing Based on a Causal and Fuzzy Student Model | Intelligent and Adaptive Educational-Learning Systems | 2013-01-01 | |
| Redes neuronales dinámicas aplicadas a la recomendación musical optimizada | Polibits | 2013-01-01 | |
| Segmentation of Blood Cell Images Using Evolutionary Methods | Advances in Intelligent Systems and Computing | 2013-01-01 | |
| Self organizing natural scene image retrieval | Expert Systems with Applications | 2013-06-01 | |
| The Euler-Poincaré Formula Through Contact Surfaces of Voxelized Objects | Journal of Applied Research and Technology | 2013-02-01 | |
| Video-Based Tracking of Laparoscopic Instruments using an Orthogonal Webcams System | International Journal of Medical, Health, Pharmaceutical and Biomedical Engineering | 2013-01-01 | |
| Visión Artificial: Rasgos descriptores para el reconocimiento de objetos | Visión Artificial: Rasgos descriptores para el reconocimiento de objetos | 2013-01-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Ejemplos de rasgos descriptivos,Anexo 4. | Plataforma México: La expresión tecnológica del nuevo modelo de policía.Anexo 4 | 2012-09-01 | |
| A Multi-threshold Segmentation Approach Based on Artificial Bee Colony Optimization | Applied Intelligence | 2012-10-01 | |
| A new methodology for music retrieval based on dynamic neural networks | International Journal of Hybrid Intelligent Systems | 2012-04-24 | |
| Circle detection using electro-magnetism optimization | Information Sciences | 2012-01-01 | |
| Demodulation of Interferograms based on Particle Swarm Optimization | Polibits | 2012-06-01 | |
| Diseño Automático de Redes Neuronales Artificiales mediante el uso del Algoritmo de Evolución Diferencial (ED) | Polibits | 2012-07-01 | |
| Evolutionary Associative Memories through Genetic Programming | Parallel Architectures and Bioinspired Algorithms; Studies in Computational Intelligence | 2012-01-01 | |
| Fringe Pattern Demodulation Using Evolutionary Algorithms | Advanced Topics in Measurements | 2012-01-01 | |
| Image Segmentation Through an Iterative Algorithm of the Mean Shift | Advances in Image Segmentation | 2012-01-01 | |
| Image Segmentation via an Iterative Algorithm of the Mean Shift Filtering for Different Values of the Stopping Threshold | International Journal of Imaging and Robotics | 2012-07-01 | |
| Multithreshold Segmentation Based on Artificial Immune Systems | Mathematical Problems in Engineering | 2012-08-01 | |
| Predictive student model supported by fuzzy-causal knowledge and inference | Expert Systems with Applications | 2012-04-01 | |
| Reconocimiento de patrones y sus aplicaciones en seguridad pública | Plataforma México: La expresión tecnológica del nuevo modelo de policía (Capítulo 5) | 2012-09-02 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| A Segmentation Algorithm Based on an Iterative Computation of the Mean Shift Filtering | Journal of Intelligent & Robotic Systems | 2011-09-01 | |
| Alternative Way to Compute the Euler Number of a Binary Image | Journal of Applied Research and Technology | 2011-12-01 | |
| Automatic Synthesis of Associative Memories through Genetic Programming | Revista Mexicana de Física | 2011-04-01 | |
| Back-Propagation vs Particle Swarm Optimization Algorithm: which Algorithm is better to adjust the Synaptic Weights of a Feed-Forward ANN? | International Journal of Artificial Intelligence | 2011-10-01 | |
| Behavioural study of median associative memory under true-colour image patterns | Neurocomputing | 2011-10-01 | |
| Image Segmentation based on an Iterative Computation of the Mean Shift Filtering for different values of window sizes | International Journal of Imaging and Robotics | 2011-09-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| 3D Object Recognition Based on Some Aspects of the Infant Vision System and Associative Memory | Cognitive Computation | 2010-06-01 | |
| Computation of the Euler Number of a Binary Image Composed of Hexagonal Cells | Journal of Applied Research and Technology | 2010-12-01 | |
| Geometric Associative Memories and Their Applications to Pattern Classification | Geometric Algebra Computing: in Engineering and Computer Science | 2010-01-01 | |
| Geometric associative memories applied to pattern restoration | Revista Mexicana de Física | 2010-04-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| A computational approach for modeling the role of the focus visual attention in an object categorization task | BMC Neuroscience | 2009-07-13 | |
| Arquitectura de sistemas tecnológicos para la educación basada en Web | Revista Ingeniería Investigación y Tecnología | 2009-04-01 | |
| Associative memories networks for face recognition and object recognition | International Journal of Computing | 2009-01-01 | |
| Automatic synthesis of associative memories by genetic programming, a first approach | Research in Computing Science | 2009-01-01 | |
| Behavior of morphological associative memories with true-color image patterns | Neurocomputing | 2009-12-01 | |
| Character recognition system using the inverse order stroke information [Reconocimiento de caracteres manuscritos mediante información del proceso inverso en la realización de su trazo] | Revista Facultad de Ingeniería de la Universidad de Antioquía | 2009-09-01 | |
| Reconocimiento de caracteres manuscritos mediante información del proceso inverso en la realización de su trazo | Revista Facultad de Ingeniería de la Universidad de los Antioquía | 2009-09-01 | |
| Stabilization of the inverted spherical pendulum via Lyapunov approach | Asian Journal of Control | 2009-11-02 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| A Bidirectional Hetero-Associative Memory for True-Color Patterns | Neural Processing Letters | 2008-12-01 | |
| A comparison between two robust techniques for the segmentation of blood vessels | Computers in Biology and Medicine | 2008-08-01 | |
| A New Associative Model with Dynamical Synapses | Neural Processing Letters | 2008-12-01 | |
| Causal knowledge and reasoning by cognitive maps: pursuing a holistic approach | Expert Systems with Applications | 2008-08-01 | |
| Control of a nurse robot using voice commands and associative memories | Research in Computing Science | 2008-01-01 | |
| Controlled Lagrangian approach to the stabilization of the inverted pendulum system | Revista Mexicana de Física | 2008-08-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| 3-d cartesian geometric moment computation using morphological operations applied to object classification | Revista Ingeniería, Investigación y Tecnología | 2007-01-01 | |
| A computational approach for modeling the infant vision system in object and face recognition | BMC Neuroscience | 2007-01-01 | |
| A new two-level associative memory for efficient pattern restoration | Neural Processing Letters | 2007-00-00 | |
| Adaptive and intelligent web based education system: towards an integral architecture and framework | Expert Systems with Applications | 2007-01-01 | |
| Cognitive maps: an overview and their application for student modeling | Computación y Sistemas | 2007-01-01 | |
| Cursive character recognition by combining describing features, slalom method and daubechies wavelet | Research in Computing Science | 2007-01-01 | |
| Extended a-b associative memories | Revista Mexicana de Física | 2007-00-00 | |
| Image retrieval based on wavelet transform and neural network classification (Recuperación de Imágenes sobre la Base de la Transformada Ondeleta y su Clasificación Mediante Redes Neuronales) | Computación y Sistemas | 2007-06-01 | |
| Image retrieval under image transformations and occlusions | Research in Computing Science | 2007-01-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| A new bi-directional associative memory | Lecture Notes in Computer Science; 5th Mexican International Conference on Artificial Intelligence | 2006-11-13 | |
| Associative Memories Applied to Image Categorization | Lecture Notes in Computer Science; 11th Iberoamerican Congress in Pattern Recognition. | 2006-11-14 | |
| Associative memories applied to printed word recognition | Científica | 2006-01-01 | |
| Histogram computation, wavelet transformation and neural network processing applied to image retrieval | Lecture Notes in Artificial Intelligence; MICAI 2006. | 2006-11-01 | |
| Histograms, Wavelets and Neural Networks Applied to Image Retrieval | Lecture Notes in Computer Science; 5th Mexican International Conference on Artificial Intelligence | 2006-11-13 | |
| Images Retrieval using Daubechies 4Wavelet Transform, Histograms and Sub Images | EPISTEME | 2006-01-31 | |
| New improved algorithm for the training of a morphological associative memory | Research in Computing Science | 2006-01-01 | |
| Stabilization of the furuta pendulum based on a lyapunov function | Nonlinear Dynamics | 2006-00-00 | |
| Window fringe pattern demodulation by multi-functional fitting using a genetic algorithm | Optics Communications | 2006-05-15 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Associative Gray Level Pattern Processing using Binary Decomposition and Memories | Neural Processing Letters | 2005-00-00 | |
| Associative processing applied to word reconstruction in the presence of letter scrambling | Research on Computing Science | 2005-01-01 | |
| Efficient computation of three-dimensional geometric moments based on object partition | Científica | 2005-01-01 | |
| Invariant descriptions and associative processing applied to object recognition under occlusions | Lecture Notes in Computer Science; 4th Mexican International Conference on Artificial Intelligence | 2005-11-14 | |
| Knowledge and Reasoning Supported by Cognitive Maps | Lecture Notes in Artificial Intelligence; 4th Mexican International Conference on Artificial Intelligence | 2005-11-14 | |
| Median associative memories: new results | Lecture Notes in Computer Science | 2005-00-00 | |
| Object classification based on associative memories and midpoint operator | Research on Computing Science | 2005-01-01 | |
| Pattern decomposition and associative processing applied to object identification | Research on Computing Science | 2005-01-01 | |
| Reconocimiento y localización de instrumental médico usando análisis automatizado de imágenes | Revista Mexicana de Ingeniería Biomédica | 2005-00-00 | |
| Synchronizing hyperchaotic maps to encode/decode information | Computación y Sistemas | 2005-01-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Binary Associative Memories Applied to Gray Level Pattern Recalling | Lecture Notes in Artificial Intelligence; 9th Ibero-American Conference on AI: Advances in Artificial Intelligence | 2004-11-22 | |
| Extended associative memories for recalling gray level patterns | Lecture Notes in Computer Science | 2004-00-00 | |
| Lyapunov based control for active vibration damping in a vertical inverted pendulum | WSEAS transactions | 2004-00-00 | |
| New associative memories to recall real valued patterns | Lecture Notes in Computer Science | 2004-00-00 | |
| Real valued pattern recall by associative memory | Lecture Notes in Artificial Intelligence | 2004-00-00 | |
| Refinded method for the fast and exact computation of moment invariants | Lecture Notes in Computer Science | 2004-00-00 | |
| Transforming fundamental set of patterns to a canonical form to improve pattern recall | Lecture Notes in Artificial Intelligence; 9th Ibero-American Conference on AI: Advances in Artificial Intelligence | 2004-11-22 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Morphological neural networks with dendrite computation a geometrical approach | Lecture Notes in Computer Science | 2003-00-00 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| A parametric method applied to phase recovery from a fringe pattern based on a genetic algorithm | Optics Communications | 2002-03-15 | |
| Efficient computation of 3D moments in terms of an objects partition | Lecture Notes in Computer Science | 2002-00-00 | |
| Feature matching using accumulation spaces | Lecture Notes in Artificial Intelligence | 2002-00-00 | |
| Improving pattern recognition using several feature vectors | Lecture Notes in Artificial Intelligence | 2002-00-00 | |
| Localizacion automatica de objetos 2D | Computación y Sistemas | 2002-07-01 | |
| On the segmentation of color cartographic images | Lecture Notes in Computer Science | 2002-00-00 | |
| Reconocimiento eficiente de caracteres alfanumericos provenientes de mapas raster por medio de clasificadores neuronales | Computación y Sistemas | 2002-07-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Computing geometric moments using morphological erosions | Pattern Recognition | 2001-02-01 | |
| Robust fine detail preserving filter for noise suppression in image processing applications | Computación y Sistemas | 2001-01-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| A procedure to select the vigilance threshold for the art2 for superviser and unsupervised training | Lecture Notes in Artificial Intelligence | 2000-00-00 | |
| Image segmentation as an optimization problem | Computación y Sistemas | 2000-01-01 | |
| Mathematical morphology based on linear combined metric spaces on(part I) fast distance transforms | Journal Of Mathematical Imaging And Vision | 2000-01-01 | |
| Mathematical morphology based on linear combined metric spaces on(part II) constant time morphological operations | Journal Of Mathematical Imaging And Vision | 2000-01-01 | |
| Semiautomated heat transfer measurement | Computación y Sistemas | 2000-01-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| An extension to philips algorithm for moment calculation | Computación y Sistemas | 1999-01-01 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| 2-D object recognition by indexing through a modified ART-2 neural network | Expert Systems with Applications | 1998-01-01 | |
| Arquitectura basada en redes neuronales para el reconocimiento de rostros | Soluciones Avanzadas | 1998-00-00 | |
| Automatic human face identification using invariant descriptions and a genetic algorithm | Lecture Notes in Artificial Intelligence | 1998-00-00 | |
| Automatic path planning for a mobile robot among obstacles of arbitrary shape | IEEE Transactions On Systems Man And Cybernetics Part B-Cybernetics | 1998-01-01 | |
| Recognizing partially visible 2D nonrigid wire shapes | Lecture Notes in Computer Science | 1998-00-00 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Recognizing planar rigid and nonrigid wireshapes | Computación y Sistemas | 1997-01-01 | |
| Reconocimiento de objetos 2D parcialmente ocultos por indexado a traves de rasgos visuales locales | Soluciones Avanzadas | 1997-00-00 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| On the computation of the Euler number of a binary object | Pattern Recognition | 1996-03-01 | |
| Recognizing 2D rigid and non rigid wireshapes | Lecture Notes in Computer Science | 1996-00-00 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Polyhedral object recognition by indexing | Pattern Recognition Letters | 1995-00-00 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| An improved parallel algorithm for thinning digital patterns | Pattern Recognition Letters | 1989-00-00 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Guest Editorial Special Issue on Fighting Against COVID-19 | IEEE Latin America Transactions |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Comparison of Deep Learning Architectures in Classification of Microcalcifications Clusters in Digital Mammograms | 15th Mexican Conference on Pattern Recognition, MCPR 2023 | 2023-06-21 | |
| Retinal Artery and Vein Segmentation Using an Image-to-Image Conditional Adversarial Network | 15th Mexican Conference on Pattern Recognition, MCPR 2023 | 2023-06-21 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| 3D Convolutional Neural Network to Enhance Small-Animal Positron Emission Tomography Images in the Sinogram Domain | 14th Mexican Conference on Pattern Recognition, MCPR 2022 | 2022-06-22 | |
| A Comparative Study of Neural Computing Approaches for Semantic Segmentation of Breast Tumors on Ultrasound Images | 27th Brazilian Congress on Biomedical Engineering, CBEB 2020 | 2022-10-26 | |
| Learning Dendrite Morphological Neurons Using Linkage Trees for Pattern Classification | 14th Mexican Conference on Pattern Recognition, MCPR 2022 | 2022-06-22 | |
| Machine Learning and Symbolic Learning for the Recognition of Leukemia L1, L2 and L3 | 14th Mexican Conference on Pattern Recognition, MCPR 2022 | 2022-06-22 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| A Comparison Study of EEG Signals Classifiers for Inter-subject Generalization | International Conference on Innovative Data Communication Technologies and Application, ICIDCA 2020 | 2021-06-23 | |
| Design and Installation of an IoT Electricity and Water Technological and Monitoring Solution | 4th Ibero-American Congress on Smart Cities, ICSC-CITIES 2021 | 2021-11-29 | |
| Finding the Optimal Bit-Quad Patterns for Computing the Euler Number of 2D Binary Images Using Simulated Annealing | 13th Mexican Conference on Pattern Recognition, MCPR 2021 | 2021-06-23 | |
| Multi-subject classification of Motor Imagery EEG signals using transfer learning in neural networks | 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society. (EMBC) | 2021-10-31 | |
| RiskIPN: Pavement Risk Database for Segmentation with Deep Learning | 20th Mexican International Conference on Artificial Intelligence, MICAI 2021 | 2021-10-25 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| An Application of Deep Neural Network for Robbery Evidence Using Face Recognition Approach | International Research and Innovation Forum, RIIFORUM 2020 | 2020-04-15 | |
| Mobile Robotic Navigation System With Improved Autonomy Under Diverse Scenarios | 19th Mexican International Conference on Artificial Intelligence, MICAI 2020 | 2020-10-12 | |
| Towards dendrite spherical neurons for pattern classification | 12th Mexican Conference on Pattern Recognition, MCPR 2020 | 2020-06-24 | |
| Vision-based blind spot warning system by deep neural networks | 12th Mexican Conference on Pattern Recognition, MCPR 2020 | 2020-06-24 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| 3-D Human Body Posture Reconstruction by Computer Vision | 18th Mexican International Conference on Artificial Intelligence, MICAI 2019 | 2019-10-27 | |
| Automatic Contrast Enhancement with Differential Evolution for Leukemia Cell Identification | 11th Mexican Conference, MCPR 2019 | 2019-06-26 | |
| Dendrite Ellipsoidal Neuron Trained by Stochastic Gradient Descent for Motor Imagery Classification | 11th Mexican Conference on Pattern Recognition, MCPR 2019 | 2019-05-18 | |
| Motor Imagery Task Classification in EEG Signals with Spiking Neural Network | 11th Mexican Conference on Pattern Recognition (MCPR, 2019) | 2019-06-26 | |
| Rock Detection in a Mars-Like Environment Using a CNN | 11th Mexican Conference on Pattern Recognition (MCPR 2019) | 2019-06-26 | |
| Using Morphological-Linear Neural Network for Upper Limb Movement Intention Recognition from EEG Signals | 11th Mexican Conference on Pattern Recognition, MCPR 2019 | 2019-06-26 | |
| Vertex Codification Applied to 3-D Binary Image Euler Number Computation | 18th Mexican International Conference on Artificial Intelligence, MICAI 2019 | 2019-10-27 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Artificial neural networks and common spatial patterns for the recognition of motor information from EEG signals | 17th Mexican International Conference on Artificial Intelligence, MICAI 2018 | 2018-10-22 | |
| Classification of Motor Imagery EEG Signals with CSP Filtering Through Neural Networks Models | 17th Mexican International Conference on Artificial Intelligence, MICAI 2018 | 2018-10-22 | |
| Coding 3D connected regions with F26 chain code | 17th Mexican International Conference on Artificial Intelligence, MICAI 2018 | 2018-10-22 | |
| Morphological-Linear Neural Network | 2018 IEEE International Conference on Fuzzy Systems, FUZZ 2018 | 2018-07-08 | |
| Neural Network for Shortest Path Problems Accelerated with Parallel Multi-core Architecture | 2018 International Conference on Mechatronics, Electronics and Automotive Engineering, ICMEAE 2018 | 2018-11-27 | |
| Recognizing Motor Imagery Tasks Using Deep Multi-Layer Perceptrons | 14th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2018 | 2018-07-15 | |
| Reinforcement Learning Compensation based PD Control for Inverted Pendulum | 15th International Conference on Electrical Engineering, Computing Science and Automatic Control, CCE 2018 | 2018-09-05 | |
| Supervised and unsupervised neural networks: Experimental study for anomaly detection in electrical consumption | 17th Mexican International Conference on Artificial Intelligence, MICAI 2018 | 2018-10-22 | |
| Towards automatic inspection: Crack recognition based on Quadrotor UAV-taken images | 2018 International Conference on Unmanned Aircraft Systems, ICUAS 2018 | 2018-06-12 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Classification of the Estrous Cycle Through Texture and Shape Features | 2017 IEEE Symposium Series on Computational Intelligence (SSCI) | 2017-11-27 | |
| Comparing Deep and Dendrite Neural Networks: A Case Study | 19th Mexican Conference on Pattern Recognition, MCPR 2017 | 2017-06-21 | |
| Efficient Lane Detection based on Artificial Neural Networks | 2nd International Conference on Smart Data and Smart Cities, UDMS 2017 | 2017-10-04 | |
| Efficient Pattern Recognition Using the Frequency Response of a Spiking Neuron | 9th Mexican Conference on Pattern Recognition, MCPR 2017 | 2017-06-21 | |
| Fuzzy modeling from black-box data with deep learning techniques | 14th International Symposium on Neural Networks, ISNN 2017 | 2017-06-21 | |
| Humanoid Robot Hierarchical Navigation Using Petri Nets and Fuzzy Logic | 56th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE) 2017 | 2017-09-19 | |
| Humanoid robot using Petri Nets as tool for decision making | Congreso Nacional de Control Automático CNCA 2017 | 2017-10-04 | |
| The Step Size Impact on the Computational Cost of Spiking Neuron Simulation | 2017 SAI Computing Conference 2017 | 2017-07-18 | |
| Vision System Adapted to a Mobile Tracked Robot | 56th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE) 2017 | 2017-09-19 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Automatic construction of radial-basis function networks through an adaptive partition algorithm | 8th Mexican Conference on Pattern Recognition, MCPR 2016 | 2016-06-22 | |
| Classification of motor states from brain rhythms using lattice neural networks | 8th Mexican Conference on Pattern Recognition, MCPR 2016 | 2016-06-22 | |
| Computing the 2-D image Euler number by an artificial neural network | 2016 International Joint Conference on Neural Networks, IJCNN 2016 | 2016-07-24 | |
| Computing the number of bubbles and tunnels of a 3-D binary object | 5th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2016 | 2016-02-24 | |
| Dendrite Morphological Neural Networks trained by Differential Evolution | 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016 | 2016-12-06 | |
| Dendrite morphological neurons trained by stochastic gradient descent. | 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016 | 2016-12-06 | |
| Efficient computation of the euler number of a 2-D binary image | 15th Mexican International Conference on Artificial Intelligence, MICAI 2016 | 2016-10-23 | |
| On the Computation of the Number of Bubbles and Tunnels of a 3-D Binary Object | 5th International Conference on Pattern Recognition Applications and Methods | 2016-02-24 | |
| Support Vector Machines Applied to 2-D Binary Image Euler Number Computation | 2016 International Conference on Mechatronics, Electronics and Automotive Engineering, ICMEAE 2016 | 2016-11-22 | |
| Training a Multilayered Perceptron to Compute the Euler Number of a 2-D Binary Image | 8th Mexican Conference on Pattern Recognition, MCPR 2016 | 2016-06-22 | |
| Vegetation segmentation in cornfield images using bag of words | 17th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2016 | 2016-10-24 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Control of the PVTOL system by using a backstepping method and saturation functions | CIRC 2015 2do CONGRESO INTERNACIONAL DE ROBÓTICA Y COMPUTACIÓN | 2015-04-28 | |
| Encoding Polysomnographic Signals into Spike Firing Rate for Sleep Staging | 7th Mexican Conference on Pattern Recognition (MCPR 2015). | 2015-06-24 | |
| Modified Binary Inertial Particle Swarm Optimization for Gene Selection in DNA Microarray Data | 7^th Mexican Conference on Pattern Recognition (MCPR 2015). | 2015-06-24 | |
| On the Number of Holes of a 2-D Binary Object. | 14th IAPR International Conference on Machine Vision Applications (MVA) | 2015-05-18 | |
| Optimal Grasping Points Identification for a Rotational Four-fingered Aerogripper | 2015 Workshop on Research, Education and Development of Unmanned Aerial Systems, RED-UAS 2015 | 2015-11-23 | |
| Preliminary Results On UAV-based Forest Fire Localization Based on Decisional Navigation | 2015 Workshop on Research, Education and Development of Unmanned Aerial Systems, RED-UAS 2015 | 2015-11-23 | |
| PVTOL Control: A backstepping approach. | 2015 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE) | 2015-11-24 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Identificación De Objetos Mediante Un Quadrotor Equipado Con Una Cámara Y Redes Neuronales | XVI Congreso Latinoamericano de Control Automático (CLCA 2014) | 2014-10-14 | |
| New Radial Basis Function Neural Network Architecture for Pattern Classification: First Results | 19th Iberoamerican Congress, CIARP 2014 | 2014-11-02 | |
| Pattern Analysis in DNA Microarray Data through PCA-Based Gene Selection | 19th Iberoamerican Congress, CIARP 2014, | 2014-11-02 | |
| Pulse-Coupled Neural Networks applied to Human Brain Image Processing | 2014 International Conference on Mechatronics, Electronics and Automotive Engineering (ICMEAE) | 2014-11-18 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Automatic Reading of Electro-mechanical Utility Meters | 12th Mexican International Conference on Artificial Intelligence (MICAI 2013) | 2013-11-24 | |
| Automatización de un Sistema Manual Pick & Place | Congreso Nacional de Control Automático 2013 | 2013-10-16 | |
| Blood Vessel Segmentation in Retinal Images using Lattice Neural Networks | Lecture Notes in Computer Science; 12th Mexican International Conference on Artificial Intelligence (MICAI 2013) | 2013-11-24 | |
| Modified Dendrite Morphological Neural Network Applied to 3D Object Recognition | Lecture Notes in Computer Science; 5th Mexican Conference on Pattern Recognition; | 2013-06-26 | |
| Modified Dendrite Morphological Neural Network Applied to 3D Object Recognition on RGB-D Data | Lecture Notes in Computer Science; 8th International Conference on Hybrid Artificial Intelligent Systems | 2013-09-11 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Automatic Design of Artificial Neural Networks and Associative Memories for Pattern Classification and Pattern Restoration | Lecture Notes in Computer Science; 4th Mexican Conference on Pattern Recognition | 2012-06-27 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Artificial neural network synthesis by means of artificial bee colony (ABC) algorithm | 2011 IEEE Congress on Evolutionary Computation (CEC 2011) | 2011-06-05 | |
| Evolving Neural Networks: A Comparison between Differential Evolution and Particle Swarm Optimization | Lecture Notes in Computer Science; 2nd International Conference on Swarm Intelligence | 2011-06-12 | |
| Low cost human computer interface voluntary eye movement as communication system for disabled people with limited movements | 2011 Pan American Health Care Exchanges (PAHCE) | 2011-03-28 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| A Parametric Method Applied to Phase Recovery from a Fringe Pattern Based on a Particle Swarm Optimization | Lecture Notes in Computer Science; 5th International Conference on Hybrid Artificial Intelligence Systems | 2010-06-23 | |
| An Evolutionary Feature-Based Visual Attention Model Applied to Face Recognition | Lecture Notes in Computer Science; 5th International Conference on Hybrid Artificial Intelligence Systems | 2010-06-23 | |
| Automatic Synthesis of Associative Memories through Genetic Programming: A First Co-evolutionary Approach | Lecture Notes in Computer Science; EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC, EvoApplicatons 2010 | 2010-04-07 | |
| Dynamic Neural Networks Applied to Melody Retrieval | Lecture Notes in Computer Science; 9th Mexican International Conference on Artificial Intelligence | 2010-11-08 | |
| Fringe-Pattern Demodulation Using a Parametric Method Based on Differential Evolution | Lecture Notes in Computer Science; Mexican Conference on Pattern Recognition 2010 | 2010-09-27 | |
| Median Hetero-Associative Memories Applied to the Categorization of True-Color Patterns | Lecture Notes in Computer Science; 5th International Conference on Hybrid Artificial Intelligence Systems | 2010-06-23 | |
| Semantic Representation and Management of Student Models: An Approach to Adapt Lecture Sequencing to Enhance Learning | Lecture Notes in Computer Science; 9th Mexican International Conference on Artificial Intelligence | 2010-11-08 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| A New Unsupervised Learning for Clustering Using Geometric Associative Memories | Lecture Notes in Computer Science | 2009-11-15 | |
| Control de Robots Tipo Humanoide Mediante Análisis de Señales y Redes Neuronales | Caminado Tridimensional Humanoide | 2009-03-23 | |
| Geometric Associative Processing Applied to Pattern Classification | Lecture Notes in Computer Science; 6th International Symposium on Neural Networks, | 2009-05-26 | |
| Morphological Hetero-Associative Memories Applied to Restore True-Color Patterns | Lecture Notes in Computer Science; 6th International Symposium on Neural Networks | 2009-05-26 | |
| Propuesta de la Puesta de Operación del Instituto Nacional de Robótica | Grandes Retos de Investigación Científica y Tecnológicas en Tecnologías de Información y Comunicacio | 2009-05-21 | |
| Scene retrieval of natural images | Lecture Notes in Computer Science | 2009-11-15 | |
| Segundo foro de software libre de la Universidad Politécnica de Tlaxcala | Ponerle ojos a la computadora | 2009-04-02 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Associative Memories Applied to Pattern Recognition | Lecture Notes in Computer Science; 18th International Conference on Artificial Neural Networks | 2008-09-03 | |
| Hetero-Associative Memories for Voice Signal and Image Processing | Lecture Notes in Computer Science; 13th Iberoamerican Congress on Pattern Recognition | 2008-09-09 | |
| Memorias Asociativas | Congreso Nacional de Ciencias en la Computación (CONCIC 2008) | 2008-11-05 | |
| Memorias asociativas: Teoría y aplicaciones | (SSIR 2008) Escuela de Verano de Imágenes y Robótica y Estancia de investigación en la Univ. Friedic | 2008-06-23 | |
| Memorias asociativas; Control of a nurse robot using voice commands and associative memories | 4th International Congress on Electronics and Biomedical Engineering,Computer Science and Informatic | 2008-11-26 | |
| Pattern Classification Based on Conformal Geometric Algebra and Optimization Techniques | Lecture Notes in Computer Science; 7th Mexican International Conference on Artificial Intelligence | 2008-10-27 | |
| The Role of the Infant Vision System in 3D Object Recognition | Lecture Notes in Computer Science; 15th International Conference on Neuro-Information Processing | 2008-11-25 | |
| Voice Translator Based on Associative Memories | Lecture Notes in Computer Science; 5th International Symposium on Neural Networks | 2008-09-24 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| 3D Object Recognition Based on Low Frequency Response and Random Feature Selection | Lecture Notes in Computer Science; 6th Mexican International Conference on Artificial Intelligence | 2007-11-04 | |
| A New Algorithm for Training Multi-layered Morphological Networks | Lecture Notes in Computer Science; 12th Iberoamerican Congress on Pattern Recognition | 2007-11-13 | |
| Face Recognition Using Some Aspects of the Infant Vision System and Associative Memories | Lecture Notes in Computer Science; 12th Iberoamerican Congress on Pattern Recognition | 2007-11-13 | |
| Low frequency response and random feature selection applied to face recognition | Lecture Notes in Computer Science4th International Conference on Image Analysis and Recognition | 2007-08-22 | |
| Ontology Agent Based Rule Base Fuzzy Cognitive Maps | Lecture Notes in Computer Science; 1st KES International Symposium on Agent and Multi-Agent Systems - Technologies and Applications | 2007-05-31 | |
| Study of the Influence of Noise in the Values of a Median Associative Memory | Lecture Notes in Computer Science; 8th International Conference on Adaptive and Natural Computing Algorithms | 2007-04-11 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Detección de branquias negras mediante el procesamiento de imágenes en un sistema distribuido de supervisión para la camaronicultura | Memorias del taller internacional sobre control por computadoras de sistemas industriales: teoria y aplicaciones. informatica2003 | 2003-00-00 | |
| Predicción de la evolución del síndrome de branquias negras mediante el procesamiento de imágenes utilizando labview | Memorias del XII congreso internacional de computación CIC2003 | 2003-00-00 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Supervisión y análisis de imágenes con instrumentación virtual, para la detección de enfermedades en granjas camaroneras | Memorias del XI congreso internacional de computación CIC2002 | 2002-00-00 | |
| Supervisión y análisis de imágenes, para la detección de enfermedades en granjas camaroneras | Memorias del XV congreso nacional y I congreso internacional de informática y computación de ANIEI | 2002-00-00 |
| Título | Descripción | Fecha | |
|---|---|---|---|
| Cálculo de momentos geométricos basado en morfología matemática | Proc. del III Taller Iberoamericano de Reconocimiento de Patrones TIARP 98 | 1998-00-00 |
| Título | Rol | |
|---|---|---|
| Procesamiento de señales de propagación de ondas sísmicas en inmuebles utilizando la IA. | Responsable técnico |
| Título | Rol | |
|---|---|---|
| INTELIGENCIA ARTIFICIAL Y ROBÓTICA APLICADA A LA INGENIERÍA BIOMÉDICA | Responsable técnico | |
| SISTEMA DE MONITOREO DE SIGNOS VITALES PARA PERSONAS EN EL HOGAR U HOSPITAL. | Responsable técnico |
| Título | Rol | |
|---|---|---|
| Sistema para el reconocimiento de acciones humanas para el monitoreo del adulto mayor | Responsable técnico | |
| Monitorización de presión arterial como parte del internet de las cosas médicas | Responsable técnico | |
| Inteligencia artificial y robótica aplicada a la ingeniería biomédica | Responsable técnico | |
| Aportaciones y aplicaciones de modelos neuronales | Colaborador | |
| Encuentro anual de la Red de Inteligencia Artificial y Ciencia de Datos | Responsable técnico |
| Título | Rol | |
|---|---|---|
| Inteligencia Artificial para aplicaciones médicas | Responsable técnico | |
| Diseño y comercialización de componentes para transformar una bicicleta estándar, en una bicicleta hidráulica inteligente | Colaborador | |
| IA para la adquisición de muestras sanguíneas como parte del IoB remoto | Colaborador | |
| Modelos neuronales para problemas de baja dimensión | Colaborador | |
| Encuentro anual de la Red de Inteligencia Artificial y Ciencia de Datos | Responsable técnico | |
| Modelos neuronales para problemas de baja dimensión. | Colaborador |
| Título | Rol | |
|---|---|---|
| Software para el reconocimiento de tipos de leucemia | Responsable técnico | |
| Inteligencia Artificial para aplicaciones médicas | Responsable técnico | |
| SISTEMA AUTOMÁTICO PARA LA INTERPRETACIÓN INMEDIATA DE MAMOGRAFÍAS PARA LA DETERMINACIÓN DEL RIESGO DE CÁNCER | Responsable técnico |
| Título | Rol | |
|---|---|---|
| Sistema Integral de Sanitización en zonas COVID 19 en Hospitales . Sistema para el monitoreo remoto del estado general de salud de personas desde su hogar. | Responsable técnico | |
| Sistema automático para la interpretación inmediata de mamografías para la detección de riesgo de cáncer. | Responsable técnico | |
| Sistema de monitoreo del estado de salud de pacientes COVID-19 en hospitales | Responsable técnico | |
| Diseño, construcción y comercialización de una bicicleta hidráulica inteligente para uso urbano. | Colaborador | |
| Aplicación de modelos matemáticos e inteligencia artificial | Colaborador | |
| Caracterización de una bomba hidráulica utilizada en una bicicleta | Colaborador |
| Título | Rol | |
|---|---|---|
| Nuevos modelos neuro-computacionales y su aplicación en el diseño y control de robots | Responsable técnico | |
| Plataforma para la enseñanza de la robótica | Responsable técnico | |
| Plataforma para la enseñanza de la robótica | Responsable técnico | |
| Redes Neuronales Artificiales basadas en Memristores | Responsable técnico | |
| Redes Neuronales Artificiales basadas en Memristores | Responsable técnico | |
| Redes Neuronales Artificiales basadas en Memristores | Responsable técnico |
| Título | Rol | |
|---|---|---|
| Sistema de pruebas industriales para validación de tarjetas electrónicas en el marco de la industria 4.0 253613 | Responsable técnico |
| Título | Rol | |
|---|---|---|
| Inteligencia computacional aplicada en la solución de problemas relacionados con ciudades inteligentes | Responsable técnico | |
| REM 4.0: La revolución de la movilidad en la era 4.0 en Smart Cities. | Responsable técnico |
| Título | Rol | |
|---|---|---|
| Diseño, construcción, modelado y control de robots inteligentes | Responsable técnico | |
| Red de Robótica y Mecatrónica. | Responsable técnico |
| Título | Rol | |
|---|---|---|
| Diseño, construcción, modelado y control de sistemas robóticos y mecatrónicos. | Responsable técnico | |
| Red de Robótica y Mecatrónica. | Responsable técnico | |
| Sistema robotizado de video-vigilancia. | Colaborador |
| Título | Rol | |
|---|---|---|
| Modelado y control de robots aéreos y humanoides con aplicaciones | Responsable técnico | |
| Red de Robótica y Mecatrónica | Responsable técnico |
| Título | Rol | |
|---|---|---|
| Cómputo suave aplicado al reconocimiento de patrones, análisis de señales y control de robots. | Responsable técnico | |
| Red de Robótica y Mecatrónica. | Responsable técnico |
| Título | Rol | |
|---|---|---|
| Cómputo suave aplicado al reconocimiento de patrones, análisis de señales y control de robots. | Responsable técnico |
| Título | Rol | |
|---|---|---|
| “EL IPN” por conducto del “CIC”, lleve a cabo la integración y/o desarrollo de materiales sobre el tema “Plataforma México”, el cual formará parte de un proyecto a cargo de “LA ACADEMIA” | Colaborador | |
| Aplicación de técnicas de cómputo suave en el reconocimiento de patrones, análisis de señales y control de robots. | Responsable técnico |
| Título | Rol | |
|---|---|---|
| Aplicación de técnicas de cómputo suave en el reconocimiento de patrones, análisis de señales y control de robots. | Responsable técnico |
| Alumno | Tesis | Programa | Rol | |
|---|---|---|---|---|
| David Antonio González Gómez | "Augmented Reality Based on Assembly Instructions for an Educational Toy" | MCC | Director 1 | |
| Axel Hurtado Araiza | "Autocodificador variacional para el aprendizaje en navegación autónoma basado en visión" | MCIC | Director 2 | |
| Carlos Emiliano Solorzano Espindola | "Clasificación de señales EEG mediante transferencia de aprendizaje en redes neuronales artificiales" | MCIC | Director 1 | |
| Rodrigo Francisco Román Godínez | "Contributions to Neural Networks with Dendritic Processing: A Geometric Approach" | DCC | Director 1 | |
| Roberto Esteban López Díaz | "Control de incendios forestales en automatas celulares con aprendizaje por refuerzo" | MCIC | Director 1 | |
| José Angel Martínez Navarro | "Desarrollo de un robot de dos ruedas dinámicamente estable" | MCC | Director 1 | |
| Joel García Velasco | "Detección de anomalías en el consumo eléctrico mediante redes neuronales" | MCC | Director 1 | |
| Luis Miguel Cabral Guzmán | "Detección de automóviles usando un teléfono inteligente Android con redes neuronales convolucionales" | MCIC | Director 1 | |
| Iván Rosales Martínez | "Diseño e implementación de una interfaz cerebro – computadora para la clasificación de señales EEG” | MCIC | Director 1 | |
| Carlos Alonso Medina Cortes | "Diseño y construcción de un dispositivo de videovigilancia contra asaltos mediante inteligencia artificial" | MCIC | Director 1 | |
| Cristyan Rufino Gil Morales | "Learning an efficient Gait Cycle of a Biped Robot Based on Reinforcement Learning and Artificial Neural Networks" | MCC | Director 1 | |
| Jorge Heidryk Arroyo Leyva | "Media filiación de rostros por medio de redes neuronales profundas convolutivas" | MCC | Director 2 | |
| Diana Patricia Barragán Vázquez | "Modelado y simulación de un proceso robotizado de extracción de sangre" | MCC | Director 1 | |
| Tonantzin Marcayda Guerrero Velázquez | "Nuevo método de explicabilidad basado en la clasificación de regiones útiles" | DCC | Director 1 | |
| Omar Edgardo Lugo Sánchez | "Reconocimiento robusto de lugares usando redes neuronales convolucionales" | DCC | Director 1 | |
| Carlos Julián Rivera Ortiz | "Redes de cápsulas neuronales para el aprendizaje de navegación autónoma basado en visión" | MCIC | Director 2 | |
| Claudia Tavera Olivares | "Sistema de segmentación y seguimiento de objetos en movimiento" | MCC | Director 1 | |
| Erick Nicolás Cabrera Álvarez | Algoritmo eficiente para la generación de un número exponencial de estados estables para una red neuronal de Hopfield | DCC | Director 1 | |
| Idarh Claudio Matadamas Ortiz | Aplicación de las redes neuronales pulsantes en el reconocimiento de patrones y análisis de imágenes | MCIC | Director 1 | |
| Gerardo Hernández Hernández | Aplicación de redes neuronales para la identificación de objetos en tiempo real en imágenes tomadas por un quadrotor | MCIC | Director 2 | |
| Mario Villafuerte Bante | Aportaciones a la estimación del perímetro de curvas y áreas de superficies digitales | DCC | Director 1 | |
| José Luis Arévalo Hernández | Automatización de una herramienta manual para el montaje de componentes electrónicos | MCIC | Director 1 | |
| Yoqsan Angeles García | Balance dinámico de robot bípedo utilizando redes neuronales | MCIC | Director 1 | |
| María del Rocío Ochoa Montiel | Brain Programming Applied to Cancer Detection | DCC | Director 1 | |
| Héctor Benítez Muñoz | Calculo de momentos geométricos para el reconocimiento de objetos tridimensionales mediante particiones cúbicas | MCC | Director 1 | |
| Enrique Maldonado Romo | Construcción de mapas de ocupación 2D y 3D para la generación de entornos virtuales | MCIC | Director 1 | |
| Karla Penélope Xicotencatl Aguilar | Conteo de objetos en escenas ante deformaciones afines y proyectivas | MCC | Director 1 | |
| Fernando Arce Vega | Contributions to the Study of Neural Networks with Dendritic Processing: New Training Algorithms and New Models | DCC | Director 1 | |
| Juan Jesús Cruz López | Control de calidad del tomate mediante análisis de imágenes | MCC | Director 1 | |
| Rodrigo Francisco Román Godínez | Control de robots humanoides para el pase de pelota a través del análisis de imágenes | MCIC | Director 2 | |
| Carolina Elizabeth Elías Arenas | Control de un par de robots humanoides mediante redes neuronales pulsantes para realizar formaciones | MCC | Director 1 | |
| Gerardo Ornelas Rodríguez | Control de un péndulo invertido simple montado sobre un vehículo, implementando procesamiento de imágenes en un sistema embebido | MCC | Director 1 | |
| Glendy Marisol Perera Góngora | Control de un robot humanoide mediante comandos de voz para moverse dentro de un espacio cerrado | MCC | Director 1 | |
| Mauricio Alberto Brauer Luna Polo | Control de un robot humanoide mediante redes neuronales pulsantes para la manipulación de objetos | MCC | Director 1 | |
| Leonel Morales Botello | Control de un robot humanoide para el lanzamiento de un objeto esférico mediante análisis digital de imágenes | MCIC | Director 1 | |
| José Uriel González Escalona | Control de un robot móvil tipo oruga | MCIC | Director 1 | |
| Carlos Daniel Virgilio González | Control de una silla de ruedas en un entorno virtual mediante una interfaz cerebro - computadora | MCIC | Director 1 | |
| Andrea Benítez Dávila | Control inteligente de un robot humanoide para la recolección de objetos | MCIC | Director 2 | |
| Jesús González Godoy | Control mediante visión de un robot humanoide | MCC | Director 1 | |
| Hómer Alberto Lara Luis | Control por comandos de voz de un robot Khepera II para la manipulación de objetos | MCIC | Director 1 | |
| Alberto Elías Petrilli Barceló | Control visual de un Robot Móvil KHEPERA II | MCC | Director 1 | |
| Luis Martín García Sebastián | Desarrollo de modelos de aprendizaje para cómputo neuromórfico basado en tecnologías de memristores | MCIC | Director 1 | |
| Jorge Alejandro Juarez Lora | Design and Implementation of a Neuromorphic Processing Platform for Robotic Control Systems | DCC | Director 2 | |
| Maria Elena Aguilar Jáuregui | DETECCIÓN Y LOCALIZACIÓN DE ROSTROS EN IMÁGENES BIDIMENSIONALES | MCIC | Director 1 | |
| Marisol Diaz Avila | Detección, localización y seguimiento de objetos mediante análisis de imágenes y predicción a través del filtro de Kalman | MCIC | Director 1 | |
| Beatriz Aurora Garro Licón | Diseño automático de redes neuronales artificiales mediante algoritmos bioinspirados | DCC | Director 1 | |
| Marco Antonio Ramirez Escamilla | Diseño de péptidos antimicrobianos implementando redes neuronales adversariales | MCIC | Director 2 | |
| Diana Janet Olvera Téllez | Entrenamiento de un robot NAO para la enseñanza de conceptos básicos a niños | MCIC | Director 1 | |
| Pavel Israel Muñiz Zavala | Estabilidad y control de un cuadricóptero con la teoría de Liapunov y programación genética | MCIC | Director 2 | |
| Karen Olivia Martínez Clavería | Estabilización de la posición de un dron con arquitectura PVTOL mediante redes neuronales de impulsos | MCIC | Director 2 | |
| Beatriz Aurora Garro Licón | Estudio comparativo de diferentes técnicas bio-inspiradas para encontrar el camino más corto de un robot móvil dentro de un laberinto | MCC | Director 1 | |
| Heriberto Casarrubias Vargas | Generación de trayectorias para un robot móvil KHEPERA ll usando técnicas de aprendizaje automático | MCC | Director 1 | |
| Gerardo Hernández Hernández | Hibrid Neural Networks with Morphological Neurons and Perceptrons | DCC | Director 1 | |
| Tonantzin Marcayda Guerrero Velázquez | Implementación de una red neuronal morfológica con procesamiento dendral en un FPGA | MCIC | Director 1 | |
| Gabriel Omar Huerta Moreno | Localización y manipulación de objetos mediante un robot móvil Khepera II auxiliado de una cámara y un elemento prensil | MCIC | Director 1 | |
| Omar Edgardo Lugo Sánchez | Localización y mapeo simultáneo en interiores mediante sensor RGBD | MCC | Director 1 | |
| Aurelio Velázquez | Localización,recuperación e identificación de la capa de caracteres contenida en los planos cartográficos | DCC | Director 1 | |
| César Vázquez Cianca | Manipulación robotizada de objetos basada en visión por computadora | MCC | Director 1 | |
| Benjamín Cruz Torres | Memorias asociativas geométricas para la clasificación de patrones | DCC | Director 2 | |
| Ricardo Barrón Fernández | Memorias asociativas y redes neuronales morfológicas para la recuperación de patrones | DCC | Director 1 | |
| José Valentín Osuna Enciso | Metaheurísticas bioinspiradas para la segmentación de imágenes | DCC | Director 1 | |
| Elizabeth Guevara Martínez | Método para el entrenamiento de neuronas morfológicas con procesamiento dentral | DCC | Director 1 | |
| José Giovanni Guzmán Lugo | Metodología extendida para el conteo de objetos en imágenes | MCC | Director 1 | |
| Rafael Sotelo Rangel | Metodología para el conteo de objetos en imágenes | MCC | Director 1 | |
| Laura Elena Gómez Sánchez | Metodología para la recuperación de melodías mediante redes neuronales de retardo temporal | DCC | Director 1 | |
| Rogelio Martínez Peralta | Modelado de robot por medio de trigonometría racional | DISRM | Director 1 | |
| Cesar Gerardo Bravo Conejo | Navegación autónoma de un robot tipo automóvil en pista de carreras con obstáculos | MCIC | Director 1 | |
| Tonatiuh Daniel Vanegas Sánchez | Navegación autónoma de un vehículo a escala por medio de redes neuronales profundas | MCIC | Director 1 | |
| Federico Furlán Colín | Navegación de un robot humanoide mediante redes Petri y lógica difusa | MCC | Director 1 | |
| Elizabeth López Lozada | Navegación y evasión de obstáculos con un robot móvil | MCIC | Director 2 | |
| Miguel Ángel Ángeles Zurita | Predicción de series en test sicométricos | MCC | Director 1 | |
| Elizabeth López Lozada | Reconocimiento de acciones humanas con inteligencia artificial | DCC | Director 2 | |
| Roberto Antonio Vázquez Espinoza de los Monteros | Reconocimiento de objetos en presencia de traslapes por medio de memorias asociativas y descripciones invariantes | MCC | Director 1 | |
| Julio Fernando Jiménez Vielma | Recuperación de fase en imágenes de patrones de franjas mediante técnicas evolutivas | DCC | Director 1 | |
| José Félix Serrano Talamantes | Recuperación de imágenes mediante rasgos descriptores globales y locales | DCC | Director 1 | |
| Alain César González García | Recuperación de imágenes sobre la base del contenido | DCC | Director 1 | |
| Miriam Balbuena Sánchez | Recuperación rápida de imágenes mediante memorias asociativas | MCC | Director 1 | |
| Angel Antonio Carreón Torres | Red neuronal artificial aplicada al cálculo de la característica de Euler de una imagen binaria | MCC | Director 1 | |
| Donaldo García Juanillo | Red neuronal de función de base radial convolucional usada para el modelado de la demanda de energía eléctrica por hora" | DCC | Director 1 | |
| José Noel Rosales Pérez | Resolución de laberintos sin bucles a través de técnicas de tratamiento y análisis digital de imágenes | MCC | Director 1 | |
| Benjamín Cruz Torres | Restauración de palabras impresas usando memorias asociativas | MCC | Director 1 | |
| Eder Sánchez Díaz | Robot buscador de una fuente de alimentación a través de aprendizaje automático y análisis de imágenes | MCC | Director 1 | |
| Adolfo González Villa | Robot humanoide con control de tiro | MCIC | Director 2 | |
| Enrique López Paredes | Seguimiento de objetos usando una cámara montada sobre una plataforma motorizada | MCC | Director 1 | |
| Javier López Rivera | Seguimiento de una ruta por un cuadrotor mediante procesamiento digital de imágenes | MCIC | Director 1 | |
| Ricardo Carlos Villarreal Calva | Shoe Last Personalization via Artificial Intelligence | MCIC | Director 1 | |
| Miguel Aarón Galicia Zainos | Simplificación del componente de visión para un modelo del mundo | MCIC | Director 2 | |
| Juan Villegas Cortez | Síntesis automática de memorias asociativas mediante programación genética | DCC | Director 1 | |
| Jesús Manuel Vázquez Nicolás | Sistema de monitoreo y seguimiento de personas por medio de visión artificial con miras a la seguridad | MCIC | Director 2 | |
| Sergei Alexander Peregrina Ochoa | Sistema de navegación autónomo para un vehículo a escala mediante aprendizaje automático y visión por computadora | MCIC | Director 2 | |
| Salvador Enrique Argüelles Centeno | Sistema para la regionalización basado en la técnica de reconocimiento simulado | MCC | Director 1 | |
| Juan Manuel López Rivera | Sistema para la lectura de partituras para piano mediante técnicas de inteligencia artificial | MCIC | Director 1 | |
| Jaime Alfonso Pérez León | Tele-manipulación de objetos mediante un robot Khepera II implementado en un circuito reconfigurable | MCC | Director 1 | |
| Jacobo Emanuel Cruz Silva | Teleoperación de robot humanoide NAO mediante sensores | MCIC | Director 2 | |
| Juan Francisco Islas Austria | Teleoperación de un sistema robotizado por medio de la tecnología Kinect | MCIC | Director 2 | |
| Sergio Valadez Godínez | The Fourth Generation of Artificial Neural Networks: A First Step | DCC | Director 1 | |
| Roberto Antonio Vázquez Espinoza de los Monteros | Un modelo de memoria asociativa dinámica basada en aspectos neurobiológicos | DCC | Director 1 | |
| Alejandro Peña Ayala | Un modelo del estudiante basado en mapas cognitivos | DCC | Director 1 | |
| Javier González Bonilla | “Clasificación eficiente de patrones usando una sola neurona artificial” | MCC | Director 1 | |
| Aldo Pedraza Sánchez | “Detección de personas utilizando redes convolucionales de bajo consumo computacional” | MCC | Director 1 | |
| José Uriel González Escalona | “Fast Image Segmentation for Pavement Cracks and Risks on Road Surfaces” | DCC | Director 1 | |
| Víctor Rubén Virgilio González | “Sistema de virtualización de automóviles en puntos ciegos basado en visión por computadora mediante modelos neuronales profundos” | MCIC | Director 2 |
DCC: 4
MCIC: 2
| Alumno | Tesis | Programa | Rol | |
|---|---|---|---|---|
| Jose Abraham Tellez Morales | Automation of Patch Clamp Technique by Image Analysis, Electrical Resistance Feedback and Artificial Intelligence | DCC | Director 1 | |
| Abel Alejandro Rubín Alvarado | Detección de tejido tumoral y/o tejido sano mediante imagenología e Inteligencia Artificial | DCC | Director 1 | |
| Katia Aylín Beltrán Jiménez | Diseño y síntesis automatizada de redes neuronales de impulso en el nodo de SKY130 | MCIC | Director 1 | |
| Sergio Delgadillo Marín | Navegación autónoma basada en redes de Kolmogorov-Arnold | DCC | Director 1 | |
| Miguel Aarón Galicia Zainos | Simulación adaptativa de ambientes para agentes de robótica integrada | DCC | Director 2 | |
| Gustavo Mandujano Rojas | Sistema de visión para navegación autónoma de dron de ala fija | MCIC | Director 1 |
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