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Bio
José Manuel Ferrández Vicente es Investigador Principal Grupo I+D
Catedrático de Universidad del Area de Arquitectura de Computadores. Doctor en Informática por la Universidad Politécnica de Madrid, premio extraordinario de doctorado en 1997. Realizó su estancia post-doctoral en el Departamento de Neurobiología de la Universidad de Oldenburg, Alemania. Es director del grupo de investigación "Diseño Electrónico y Técnicas de Tratamiento de Señal", premio Isaac Peral 2010, y tiene 3 tramos de investigación reconocidos por la CNEAI. Coordinador de la red Nacional en Tecnología de Computación Natural/Artificial y de la Red Iberoamericana CYTED Computación Artificial y Natural para Salud. Es presidente del congreso internacional IWINAC y editor de las revistas International Journal of Neural Science, Frontiers in Computational Neuroscience. Neurocomputing, Robotics and Autonomous Systems, Expert Systems y Natural Computing. Por último, es evaluador y asesor de la Comisión Europea, en el programa Future Emerging Tecnologies Neuroinformatics de H2020. Ha sido secretario del Departamento de Electrónica, Tecnología de Computadores y Proyectos director de la Oficina de Proyectos Europeos. Desde abril 2012 es Vicerrector de Internacionalización y Cooperación al Desarrollo.
Docencia
Relación de abreviaturas
- BS: Asignatura básica
- B: Asignatura obligatoria
- O: Asignatura optativa
- A: Anual
- 1Q: Primer cuatrimestre
- 2Q: Segundo cuatrimestre
Dirección de tesis doctorales
Emotional Human- Robot Interaction using physiological signals
Evaluation of the physiological effects of some Moroccan medicinal plants
Contribution of Neural Metaplasticity to Pattern Recognitio
ESTUDIO Y REALIZACIÓN DE UN NUEUROPROCESADOR BIOLÓGICO: MÉTODOS DE APRENDIZAJE
Proyectos
Interacción Humano-Robot para interacciones psicoeducativas emocionales
European University of Technology
Ethics and Ecology in Technological Education
Estimulador Neuronal Multicanal basado en Arquitecturas Reconfigurables
Developing Ground-breaking Emotional Technologies (LIMBIC)
Red Temática en Tecnologías de Computación Natural/Artificial
POTENCIACIÓN DE LA PARTICIPACIÓN Y LIDERAZGO EN PROYECTOS DE I+D+I INTERNACIONALES DE CAMPUS MARE NOSTRUM
Red Telemática en Tecnologías de Computación Natural/Artificial
Sistema de Cálculo Científico para la Aceleración de Cálculos Numéricos
Convenio UM -UPCT.Campus Transfronterizo en desertización y uso eficiente del agua
A Bio-Hybrid Optogenetic Retinomorphic System (BHORG)
CANS: Computación Artificial y Natural para Salud
Red Temática en Tecnologías de Computación Natural/Artificial
FABRICACIÓN DE PROTOTIPOS PARA EL DESARROLLO TECNOLÓGICO DE DISPOSITIVOS Y SUBSISTEMAS
Desarrollo de un prototipo de sistema generador fotovoltáico de bajo coste basado en composites de polímeros conductores y nanotubos de carbono.
Contratos
Estimulador Neuronal Multicanal basado en Arquitecturas Reconfigurables. Prueba de Concepto FUNDACIÓN SENECA
Publicaciones
Real-time facial expression recognition using smoothed deep neural network ensemble
ISSN: 18758835 10692509
Integrated Computer-Aided Engineering
Preface
ISSN: 15729796 15677818
Natural Computing
Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications
ISSN: 18728286 09252312
Neurocomputing
A Methodology to differentiate parkinson's disease and aging speech based on glottal flow acoustic analysis
ISSN: 17936462 01290657
International Journal of Neural Systems
Neurolight: A Deep Learning Neural Interface for Cortical Visual Prostheses
ISSN: 17936462 01290657
International Journal of Neural Systems
ISSN: 17936462 01290657
International Journal of Neural Systems
Introduction
ISSN: 17936462 01290657
International Journal of Neural Systems
The Effect of Breath Pacing on Task Switching and Working Memory
International Journal of Neural Systems
The Effect of Breath Pacing on Task Switching and Working Memory
ISSN: 17936462 01290657
International Journal of Neural Systems
Non-stationary Group-Level Connectivity Analysis for Enhanced Interpretability of Oddball Tasks
ISSN: 1662453X 16624548
Frontiers in Neuroscience
Cortical Asymmetries and Connectivity Patterns in the Valence Dimension of the Emotional Brain
ISSN: 17936462 01290657
International Journal of Neural Systems
Real-Time Multi-Modal Estimation of Dynamically Evoked Emotions Using EEG, Heart Rate and Galvanic Skin Response
ISSN: 17936462 01290657
International Journal of Neural Systems
Iwinac 2017: Assistive intelligence for the elderly
ISSN: 14680394 02664720
Expert Systems
Brain and body emotional responses: Multimodal approximation for valence classification
ISSN: 14248220
Sensors (Switzerland)
Neural Computation links Neuroscience: a synergistic approach
ISSN: 14333058 09410643
Neural Computing and Applications
Affective Robot Story-Telling Human-Robot Interaction: Exploratory Real-Time Emotion Estimation Analysis Using Facial Expressions and Physiological Signals
ISSN: 21693536
IEEE Access
Introduction
ISSN: 18758835 10692509
Integrated Computer-Aided Engineering
Optimization of Real-Time EEG Artifact Removal and Emotion Estimation for Human-Robot Interaction Applications
ISSN: 16625188
Frontiers in Computational Neuroscience
Understanding the Brain Function and Emotions
ISBN: 978-3-030-19590-8
Springer
From Bioinspired Systems and Biomedical Applications to Machine Learning
ISBN: 978-3-030-19650-9
Springer
Preface
ISSN: 15729796 15677818
Natural Computing
Introduction
ISSN: 17936462 01290657
International Journal of Neural Systems
Autonomic Modulation During a Cognitive Task Using a Wearable Device
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Brushstrokes of the Emotional Brain: Cortical Asymmetries for Valence Dimension
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Distinguishing Aging Clusters and Mobile Devices by Hand-Wrist Articulation: A Case of Study
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Neural representation of different 3D architectural images: An EEG study
ISSN: 18758835 10692509
Integrated Computer-Aided Engineering
Real-Time Emotional Recognition for Sociable Robotics Based on Deep Neural Networks Ensemble
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
On the Use of Lateralization for Lightweight and Accurate Methodology for EEG Real Time Emotion Estimation Using Gaussian-Process Classifier
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Application of Koniocortex-Like Networks to Cardiac Arrhythmias Classification
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Neurolight Alpha: Interfacing Computational Neural Models for Stimulus Modulation in Cortical Visual Neuroprostheses
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Group Differences in Time-Frequency Relevant Patterns for User-Independent BCI Applications
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Evaluating Instability on Phonation in Parkinson¿s Disease and Aging Speech
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Preface
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Frequency variation analysis in neuronal cultures for stimulus response characterization
ISSN: 09410643
Neural Computing and Applications
A 3D Convolutional Neural Network to Model Retinal Ganglion Cell's Responses to Light Patterns in Mice
ISSN: 17936462 01290657
International Journal of Neural Systems
Neural representation of different 3D architectural images: An EEG study
ISSN: 1069-2509
Integrated Computer Aided Engineering
A 3D Convolutional Neural Network to Model Retinal Ganglion Cells Responses to Light Patterns in Mice
ISSN: 0129-0657
International Journal of Neural Systems
Identifying Suitable Brain Regions and Trial Size Segmentation for Positive/Negative Emotion Recognition.
ISSN: 0129-0657
International journal of neural systems
Neuromechanical Modelling of Articulatory Movements from Surface Electromyography and Speech Formants
ISSN: 0129-0657
International Journal Neural Science
Vowel Articulation Dynamic Stability Related to Parkinson's Disease Rating Features: Male Dataset
ISSN: 0129-0657
International Journal Neural Science
Analysis of stable neural activity patterns generation and classification in neural cultures for real time robotic control
ISSN: 1662-5102
Frontiers in Cellular Neuroscience
Towards a deep learning model of information encoding and decoding of in vitro neuronal cultures responses to electrical stimulation
ISSN: 1662-5102
Frontiers in Cellular Neuroscience
EEG-based detection of braking intention under different car driving conditions
ISSN: 16625196
Frontiers in Neuroinformatics
EEG-based detection of braking intention under different car driving conditions
ISSN: 1662-5196
Frontiers in Neuroinformatics
Exploring the Physiological Basis of Emotional HRI Using a BCI Interface
ISSN: 0302-9743
Lecture Notes on Computer Science
Toward an Improvement of the Analysis of Neural Coding
ISSN: 1662-5196
Frontiers in Neuroinformatics
Toward an improvement of the analysis of neural coding
ISSN: 16625196
Frontiers in Neuroinformatics
Identifying Suitable Brain Regions and Trial Size Segmentation for Positive/Negative Emotion Recognition
ISSN: 17936462 01290657
International Journal of Neural Systems
Application of electroencephalographic techniques to the study of visual impact of renewable energies
ISSN: 10958630 03014797
Journal of Environmental Management
Parkinson disease detection from speech articulation neuromechanics
ISSN: 16625196
Frontiers in Neuroinformatics
Intelligence in educational environments.
Expert systems
Intelligence in educational environments
ISSN: 14680394 02664720
Expert Systems
Bio-inspired population-based meta-heuristics for problem solving
ISSN: 15729796 15677818
Natural Computing
Stress detection using wearable physiological and sociometric sensors
ISSN: 01290657
International Journal of Neural Systems
Natural and Artificial Computation for Biomedicine and Neuroscience
ISBN: 978-3-319-59739-3
Springer Verlag
Temporal Dynamics of Human Emotions: An Study Combining Images and Music.
ISSN: 0302-9743
Lecture Notes in Computer Science
Biomedical Applications Based on Natural and Artificial Computing
ISBN: 978-3-319-59772-0
Springer Verlag
Multi-atlas label fusion by using supervised local weighting for brain image segmentation
ISSN: 0123-7799
Tecno-Logicas
Spatial Resolution of EEG Source Reconstruction in Assessing Brain Connectivity Analysis
ISSN: 0302-9743
Lecture Notes on Computer Science
Application of electroencephalographic techniques to the study of visual impact of renewable energies
ISSN: 0301-4797
Journal of environmental management
Parkinson Disease Detection from Speech Articulation Neuromechanics.
Frontiers in Neuroinformatics
Relating Facial Myoelectric Activity to Speech Formants.
ISSN: 0302-9743
Lecture Notes on Computer Science
Stress Detection Using Wearable Physiological and Sociometric Sensors.
International Journal Neural Science
Biologically inspired vision systems in robotics
ISSN: 17298814
International Journal of Advanced Robotic Systems
Setting the Parameters for an Accurate EEG (Electroencephalography)-Based Emotion Recognition System.
ISSN: 0302-9743
Lecture Notes on Computer Science
Bio-inspired population-based meta-heuristics for problem solving.
Natural computing
Preface
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Spatial resolution of EEG source reconstruction in assessing brain connectivity analysis
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Influence of Interactions Between Virtual Channels in Cochlear Implants: Biological Stimulation Using Current Source Method
ISSN: 21953570 21953562
Biosystems and Biorobotics
Vowel articulation distortion in parkinson¿s disease
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Exploring the physiological basis of emotional HRI using a BCI interface
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Relating facial myoelectric activity to speech formants
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Temporal dynamics of human emotions: An study combining images and music
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Setting the parameters for an accurate EEG (electroencephalography)-based emotion recognition system
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Preface
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Automatic Tuning of a Retina Model for a Cortical Visual Neuroprosthesis Using a Multi-Objective Optimization Genetic Algorithm
ISSN: 01290657
International Journal of Neural Systems
Introduction
ISSN: 01290657
International Journal of Neural Systems
Introduction
ISSN: 01290657
International Journal of Neural Systems
Functional connectivity graphs in hippocampal cultures using tetanic stimulation for real time robotic control
ISSN: 10.3389/conf.fnins.2016.93.00104
Frontiers in Neuroscience
ISSN: 18758835 10692509
Integrated Computer-Aided Engineering
ISSN: 18758835 10692509
Integrated Computer-Aided Engineering
IWINAC 2O13 special section: Editorial on intelligent systems for neural disorders and emotional state identification
ISSN: 14680394 02664720
Expert Systems
Parkinson's Disease Monitoring from Phonation Biomechanics
ISSN: Parkinson's Disease Monitoring from Phonation Biom
Lecture Notes Computer Science
Modelling the role of fixational eye movements in real world scenes
ISSN: 0925-2312
Neurocomputing
Intelligent systems for neural disorders and emotional state identification
ISSN: 1468-0394
Expert system
Monitoring amyotrophic lateral sclerosis by biomechanical modeling of speech production
ISSN: 18728286 09252312
Neurocomputing
Development of a cortical visual neuroprosthesis for the blind: Replacing the role of the retina
ISBN: 9781467363891
International IEEE/EMBS Conference on Neural Engineering, NER
On the automatic tuning of a retina model by using a multi-objective optimization genetic algorithm
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Computation meets neuroscience
ISSN: 18728286 09252312
Neurocomputing
Preface
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Parkinson¿s disease monitoring from phonation biomechanics
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Modeling the role of fixational eye movements in real-world scenes
ISSN: 18728286 09252312
Neurocomputing
Spatio-temporal dynamics of images with emotional bivalence
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
A scalable CNN architecture and its application to short exposure stellar images processing on a HPRC
ISSN: 18728286 09252312
Neurocomputing
Fpga translation of functional hippocampal cultures structures using cellular neural networks
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Bioinspired Computation in Artificial Systems: International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2015, Elche, Spain, June 1-5, 2015, Proceedings, Part II
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Artificial Computation in Biology and Medicine: International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2015 Elche, Spain, June 1-5, 2015 Proceedings, Part I
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
A scalable CNN architecture and its application to short exposure stellar images processing on a HPRC
ISSN: 18728286 09252312
Neurocomputing
Monitoring amyotrophic lateral sclerosis by biomechanical modeling of speech production
ISSN: 18728286 09252312
Neurocomputing
Neural recognition of real and computer-designed architectural images
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Preface
ISSN: 16113349 03029743
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Cognition-oriented advanced robotic systems
ISSN: 09218890
Robotics and Autonomous Systems
Induced functional connectivity in hippocampal cultures using Hebbian electrical stimulation
ISSN: 18728286 09252312
Neurocomputing
A practical evaluation of the performance of the Impulse CoDeveloper HLS tool for implementing large-kernel 2-D filters
ISSN: 18618200
Journal of Real-Time Image Processing
Evaluation of stereo correspondence algorithms and their implementation on FPGA
ISSN: 13837621
Journal of Systems Architecture
Intelligent monitoring for people assistance and safety
ISSN: 14680394 02664720
Expert Systems
ISSN: 15729796 15677818
Natural Computing
Analysis of connection schemes between the ICU and the DPU of the NISP instrument of the Euclid mission
ISSN: 03029743 16113349
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Characterization of speech from amyotrophic lateral sclerosis by neuromorphic processing
ISSN: 03029743 16113349
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Neural spike activation in hippocampal cultures using hebbian electrical stimulation
ISSN: 03029743 16113349
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
High-level hardware description of a CNN-based algorithm for short exposure stellar images processing on a HPRC
ISSN: 03029743 16113349
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Modeling the effect of fixational eye movements in natural scenes
ISSN: 03029743 16113349
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Simulating the phonological auditory cortex from vowel representation spaces to categories
ISSN: 09252312 18728286
Neurocomputing
Searching for the interplay between neuroscience and computation
ISSN: 09252312 18728286
Neurocomputing
RetinaStudio: A bioinspired framework to encode visual information
ISSN: 09252312 18728286
Neurocomputing
Novel vehicle for exploring networks dynamics in excitable tissue
ISSN: 09252312 18728286
Neurocomputing
Training biological neural cultures: Towards Hebbian learning
ISSN: 09252312 18728286
Neurocomputing
ISSN: 09252312 18728286
Neurocomputing
ISSN: 09252312 18728286
Neurocomputing
Social and collaborative robotics
ISSN: 09218890
Robotics and Autonomous Systems
Social and collaborative robotics
ISSN: 09218890
Robotics and Autonomous Systems
Natural and artificial models in computation and biology
ISBN: 978-3-642-38636-7
Springer
Natural and artificial computation in engineering and medical applications
ISBN: 978-3-642-38621-3
Springer
Neural Spike Activation in Hippocampal Cultures Using Hebbian Electrical Stimulation
ISSN: 0302-9743
Lecture Notes in COmputer Science
Enhancing Hebbian Learning in Biological Neural Cultures Through Electrical Stimulation
ISBN: 978-1-61208-272-1
IARIA
Reconfigurable hardware for an augmented reality application
ISSN: 0277-786X
Bioengineered and Bioinspired Systems II
Premios
Certificate of excellence in reviewing
Premio de Investigación de carácter internacional