José Manuel Ferrández

Orcid: 0000-0002-4613-6101

Affiliations:
  • Universidad Politécnica de Cartagena, Spain


According to our database1, José Manuel Ferrández authored at least 169 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An explainable machine learning system for left bundle branch block detection and classification.
Integr. Comput. Aided Eng., 2024

Binary Classification Methods for Movement Analysis from Functional Near-Infrared Spectroscopy Signals.
Proceedings of the Artificial Intelligence for Neuroscience and Emotional Systems, 2024

Strict Left Bundle Branch Block Diagnose Through Explainable Artificial Intelligence.
Proceedings of the Bioinspired Systems for Translational Applications: From Robotics to Social Engineering, 2024

Cepstral Space Projection on the Evaluation of Autistic Speech: A Pilot Study.
Proceedings of the Artificial Intelligence for Neuroscience and Emotional Systems, 2024

Unravelling the Robot Gestures Interpretation by Children with Autism Spectrum Disorder During Human-Robot Interaction.
Proceedings of the Artificial Intelligence for Neuroscience and Emotional Systems, 2024

Use of Technologies to Improve Quality of Life and Well-Being in People with Autism (ASD) and Chronic Anxiety and/or Depression from a Gender Perspective.
Proceedings of the HCI International 2024 Posters, 2024

2023
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends.
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Inf. Fusion, December, 2023

Introduction.
Int. J. Neural Syst., April, 2023

Unraveling the Development of an Algorithm for Recognizing Primary Emotions Through Electroencephalography.
Int. J. Neural Syst., January, 2023

2022
Preface.
Nat. Comput., 2022

Introduction.
Int. J. Neural Syst., 2022

IWINAC'2019: Intelligent systems for cognitive training and assessment.
Expert Syst. J. Knowl. Eng., 2022

Horizon Cyber-Vision: A Cybernetic Approach for a Cortical Visual Prosthesis.
Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022

A Pilot and Feasibility Study of Virtual Reality as Gamified Monitoring Tool for Neurorehabilitation.
Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022

QRS-T Angle as a Biomarker for LBBB Strict Diagnose.
Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022

Pairing of Visual and Auditory Stimuli: A Study in Musicians on the Multisensory Processing of the Dimensions of Articulation and Coherence.
Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022

Application of RESNET and Combined RESNET+LSTM Network for Retina Inspired Emotional Face Recognition System.
Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022

Performance Evaluation of a Real-Time Phase Estimation Algorithm Applied to Intracortical Signals from Human Visual Cortex.
Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022

Characterizing Masseter Surface Electromyography on EEG-Related Frequency Bands in Parkinson's Disease Neuromotor Dysarthria.
Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022

A New Artificial Intelligence Approach for the Radiographic Classification of Sacroiliitis.
Proceedings of the Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence, 2022

EEG Signals in Mental Fatigue Detection: A Comparing Study of Machine Learning Technics VS Deep Learning.
Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022

Autism Spectrum Disorder (ASD): Emotional Intervention Protocol.
Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022

2021
Real-time facial expression recognition using smoothed deep neural network ensemble.
Integr. Comput. Aided Eng., 2021

2020
Brain and Body Emotional Responses: Multimodal Approximation for Valence Classification.
Sensors, 2020

Frequency variation analysis in neuronal cultures for stimulus response characterization.
Neural Comput. Appl., 2020

Neural Computation links Neuroscience: a synergistic approach.
Neural Comput. Appl., 2020

Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications.
Neurocomputing, 2020

Real-Time Multi-Modal Estimation of Dynamically Evoked Emotions Using EEG, Heart Rate and Galvanic Skin Response.
Int. J. Neural Syst., 2020

Cortical Asymmetries and Connectivity Patterns in the Valence Dimension of the Emotional Brain.
Int. J. Neural Syst., 2020

Neurolight: A Deep Learning Neural Interface for Cortical Visual Prostheses.
Int. J. Neural Syst., 2020

A Methodology to Differentiate Parkinson's Disease and Aging Speech Based on Glottal Flow Acoustic Analysis.
Int. J. Neural Syst., 2020

Introduction.
Int. J. Neural Syst., 2020

IJNS: 30 Years of Breakthrough Multidisciplinarity, Rigor, and Excellence in the Knowledge Limits.
Int. J. Neural Syst., 2020

The Effect of Breath Pacing on Task Switching and Working Memory.
Int. J. Neural Syst., 2020

Iwinac 2017: Assistive intelligence for the elderly.
Expert Syst. J. Knowl. Eng., 2020

Affective Robot Story-Telling Human-Robot Interaction: Exploratory Real-Time Emotion Estimation Analysis Using Facial Expressions and Physiological Signals.
IEEE Access, 2020

2019
Preface.
Nat. Comput., 2019

Neuromechanical Modelling of Articulatory Movements from Surface Electromyography and Speech Formants.
Int. J. Neural Syst., 2019

Vowel Articulation Dynamic Stability Related to Parkinson's Disease Rating Features: Male Dataset.
Int. J. Neural Syst., 2019

Identifying Suitable Brain Regions and Trial Size Segmentation for Positive/Negative Emotion Recognition.
Int. J. Neural Syst., 2019

Neural representation of different 3D architectural images: An EEG study.
Integr. Comput. Aided Eng., 2019

Optimization of Real-Time EEG Artifact Removal and Emotion Estimation for Human-Robot Interaction Applications.
Frontiers Comput. Neurosci., 2019

The Psychological and Physiological Part of Emotions: Multimodal Approximation for Valence Classification.
CoRR, 2019

Group Differences in Time-Frequency Relevant Patterns for User-Independent BCI Applications.
Proceedings of the Understanding the Brain Function and Emotions, 2019

On the Use of Lateralization for Lightweight and Accurate Methodology for EEG Real Time Emotion Estimation Using Gaussian-Process Classifier.
Proceedings of the Understanding the Brain Function and Emotions, 2019

Application of Koniocortex-Like Networks to Cardiac Arrhythmias Classification.
Proceedings of the From Bioinspired Systems and Biomedical Applications to Machine Learning, 2019

Brushstrokes of the Emotional Brain: Cortical Asymmetries for Valence Dimension.
Proceedings of the Understanding the Brain Function and Emotions, 2019

Distinguishing Aging Clusters and Mobile Devices by Hand-Wrist Articulation: A Case of Study.
Proceedings of the Understanding the Brain Function and Emotions, 2019

Neurolight Alpha: Interfacing Computational Neural Models for Stimulus Modulation in Cortical Visual Neuroprostheses.
Proceedings of the Understanding the Brain Function and Emotions, 2019

Evaluating Instability on Phonation in Parkinson's Disease and Aging Speech.
Proceedings of the From Bioinspired Systems and Biomedical Applications to Machine Learning, 2019

Autonomic Modulation During a Cognitive Task Using a Wearable Device.
Proceedings of the Understanding the Brain Function and Emotions, 2019

Real-Time Emotional Recognition for Sociable Robotics Based on Deep Neural Networks Ensemble.
Proceedings of the Understanding the Brain Function and Emotions, 2019

Perspectives on Affective Computing For the Early Diagnosis of Neurodegenerative Diseases.
Proceedings of the 3rd Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2019), 2019

2018
A 3D Convolutional Neural Network to Model Retinal Ganglion Cell's Responses to Light Patterns in Mice.
Int. J. Neural Syst., 2018

EEG-Based Detection of Braking Intention Under Different Car Driving Conditions.
Frontiers Neuroinformatics, 2018

2017
Bio-inspired population-based meta-heuristics for problem solving.
Nat. Comput., 2017

Stress Detection Using Wearable Physiological and Sociometric Sensors.
Int. J. Neural Syst., 2017

Parkinson Disease Detection from Speech Articulation Neuromechanics.
Frontiers Neuroinformatics, 2017

Toward an Improvement of the Analysis of Neural Coding.
Frontiers Neuroinformatics, 2017

Intelligence in educational environments.
Expert Syst. J. Knowl. Eng., 2017

Relating Facial Myoelectric Activity to Speech Formants.
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

Vowel Articulation Distortion in Parkinson's Disease.
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

Exploring the Physiological Basis of Emotional HRI Using a BCI Interface.
Proceedings of the Natural and Artificial Computation for Biomedicine and Neuroscience, 2017

Setting the Parameters for an Accurate EEG (Electroencephalography)-Based Emotion Recognition System.
Proceedings of the Natural and Artificial Computation for Biomedicine and Neuroscience, 2017

Spatial Resolution of EEG Source Reconstruction in Assessing Brain Connectivity Analysis.
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017

Temporal Dynamics of Human Emotions: An Study Combining Images and Music.
Proceedings of the Natural and Artificial Computation for Biomedicine and Neuroscience, 2017

Towards a Deep Learning Model of Retina: Retinal Neural Encoding of Color Flash Patterns.
Proceedings of the Natural and Artificial Computation for Biomedicine and Neuroscience, 2017

2016
Automatic Tuning of a Retina Model for a Cortical Visual Neuroprosthesis Using a Multi-Objective Optimization Genetic Algorithm.
Int. J. Neural Syst., 2016

Introduction.
Int. J. Neural Syst., 2016

2015
Cognition-oriented Advanced Robotic Systems.
Robotics Auton. Syst., 2015

Monitoring amyotrophic lateral sclerosis by biomechanical modeling of speech production.
Neurocomputing, 2015

Modeling the role of fixational eye movements in real-world scenes.
Neurocomputing, 2015

A scalable CNN architecture and its application to short exposure stellar images processing on a HPRC.
Neurocomputing, 2015

Computation meets neuroscience.
Neurocomputing, 2015

Induced functional connectivity in hippocampal cultures using Hebbian electrical stimulation.
Neurocomputing, 2015

IWINAC 2O13 special section: editorial on intelligent systems for neural disorders and emotional state identification.
Expert Syst. J. Knowl. Eng., 2015

Development of a cortical visual neuroprosthesis for the blind: Replacing the role of the retina.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Parkinson's Disease Monitoring from Phonation Biomechanics.
Proceedings of the Artificial Computation in Biology and Medicine, 2015

Neural Recognition of Real and Computer-Designed Architectural Images.
Proceedings of the Bioinspired Computation in Artificial Systems, 2015

Spatio-temporal Dynamics of Images with Emotional Bivalence.
Proceedings of the Artificial Computation in Biology and Medicine, 2015

FPGA Translation of Functional Hippocampal Cultures Structures Using Cellular Neural Networks.
Proceedings of the Artificial Computation in Biology and Medicine, 2015

On the Automatic Tuning of a Retina Model by Using a Multi-objective Optimization Genetic Algorithm.
Proceedings of the Artificial Computation in Biology and Medicine, 2015

2014
Non conventional computing and constraint optimization.
Nat. Comput., 2014

Evaluation of stereo correspondence algorithms and their implementation on FPGA.
J. Syst. Archit., 2014

A practical evaluation of the performance of the Impulse CoDeveloper HLS tool for implementing large-kernel 2-D filters.
J. Real Time Image Process., 2014

Intelligent monitoring for people assistance and safety.
Expert Syst. J. Knowl. Eng., 2014

2013
Social and collaborative robotics.
Robotics Auton. Syst., 2013

Simulating the phonological auditory cortex from vowel representation spaces to categories.
Neurocomputing, 2013

An efficient and expandable hardware implementation of multilayer cellular neural networks.
Neurocomputing, 2013

RetinaStudio: A bioinspired framework to encode visual information.
Neurocomputing, 2013

Novel vehicle for exploring networks dynamics in excitable tissue.
Neurocomputing, 2013

Searching for the interplay between neuroscience and computation.
Neurocomputing, 2013

Training biological neural cultures: Towards Hebbian learning.
Neurocomputing, 2013

Characterization of Speech from Amyotrophic Lateral Sclerosis by Neuromorphic Processing.
Proceedings of the Natural and Artificial Models in Computation and Biology, 2013

Modeling the Effect of Fixational Eye Movements in Natural Scenes.
Proceedings of the Natural and Artificial Models in Computation and Biology, 2013

High-Level Hardware Description of a CNN-Based Algorithm for Short Exposure Stellar Images Processing on a HPRC.
Proceedings of the Natural and Artificial Computation in Engineering and Medical Applications, 2013

Neural Spike Activation in Hippocampal Cultures Using Hebbian Electrical Stimulation.
Proceedings of the Natural and Artificial Models in Computation and Biology, 2013

Analysis of Connection Schemes between the ICU and the DPU of the NISP Instrument of the Euclid Mission.
Proceedings of the Natural and Artificial Computation in Engineering and Medical Applications, 2013

2012
Solving problems with natural computing.
Nat. Comput., 2012

Neural computation with cellular cultures.
Nat. Comput., 2012

FPGA-based architecture for the real-time computation of 2-D convolution with large kernel size.
J. Syst. Archit., 2012

Response calibration in neuroblastoma cultures over multielectrode array.
Neurocomputing, 2012

A Methodology for Learning Validation in Neural Cultures.
Proceedings of the Distributed Computing and Artificial Intelligence, 2012

Implementing large-kernel 2-D filters using Impulse CoDeveloper.
Proceedings of the 2012 Conference on Design and Architectures for Signal and Image Processing, 2012

2011
Neuromorphic detection of speech dynamics.
Neurocomputing, 2011

Reprint of: V-Proportion: A method based on the Voronoi diagram to study spatial relations in neuronal mosaics of the retina.
Neurocomputing, 2011

Implementation of a CNN-based retinomorphic model on a high performance reconfigurable computer.
Neurocomputing, 2011

From phenomenological data and sensations to cognition.
Neurocomputing, 2011

A biological neuroprocessor for robotic guidance using a center of area method.
Neurocomputing, 2011

New perspectives on the application of expert systems.
Expert Syst. J. Knowl. Eng., 2011

Bio-inspired Phonologic Processing: From Vowel Representation Spaces to Categories.
Proceedings of the Advances in Nonlinear Speech Processing, 2011

Neuromorphic Detection of Vowel Representation Spaces.
Proceedings of the New Challenges on Bioinspired Applications, 2011


Tools for Controlled Experiments and Calibration on Living Tissues Cultures.
Proceedings of the New Challenges on Bioinspired Applications, 2011

Inner-Hair Cells Parameterized-Hardware Implementation for Personalized Auditory Nerve Stimulation.
Proceedings of the New Challenges on Bioinspired Applications, 2011

An Optimized Framework to Model Vertebrate Retinas.
Proceedings of the New Challenges on Bioinspired Applications, 2011

An Expandable Hardware Platform for Implementation of CNN-Based Applications.
Proceedings of the New Challenges on Bioinspired Applications, 2011

Long Term Modulation and Control of Neuronal Firing in Excitable Tissue Using Optogenetics.
Proceedings of the Foundations on Natural and Artificial Computation, 2011

Human neuroblastoma cultures for biorobotics.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Vowel-Consonant Speech Segmentation by Neuromorphic Units.
Proceedings of the Biology, Computation and Linguistics - New Interdisciplinary Paradigms, 2011

2010
A client-server architecture for remotely controlling a robot using a closed-loop system with a biological neuroprocessor.
Robotics Auton. Syst., 2010

Mental tasks-based brain-robot interface.
Robotics Auton. Syst., 2010

Intelligent robotics and neuroscience.
Robotics Auton. Syst., 2010

V-Proportion: A method based on the Voronoi diagram to study spatial relations in neuronal mosaics of the retina.
Neurocomputing, 2010

An open-source real-time system for remote robotic control using Neuroblastoma cultures.
Proceedings of the International Joint Conference on Neural Networks, 2010

Learning in Biological Neuroprocessors using a Center of Area Method.
Proceedings of the ICFC-ICNC 2010, 2010

Modeling Short-Time Parsing of Speech Features in Neocortical Structures.
Proceedings of the Trends in Applied Intelligent Systems, 2010

A Hybrid Robotic Control System Using Neuroblastoma Cultures.
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010

Acceleration of a DWT-Based Algorithm for Short Exposure Stellar Images Processing on a HPRC Platform.
Proceedings of the 18th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2010

2009
Non-conventional computing paradigms.
Nat. Comput., 2009

Neural computation as adaptive association process in cortical sensorial maps.
Nat. Comput., 2009

Time-frequency representations in speech perception.
Neurocomputing, 2009

The internal observer and the semantic gap.
Neurocomputing, 2009

Study of the contrast processing in the early visual system using a neuromorphic retinal architecture.
Neurocomputing, 2009

Low rate stochastic strategy for cochlear implants.
Neurocomputing, 2009

Searching for semantics in the retinal code.
Neurocomputing, 2009

The neural concert of vision.
Neurocomputing, 2009

Detection of Speech Dynamics by Neuromorphic Units.
Proceedings of the Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira.s Scientific Legacy, 2009

Spatio-temporal Computation with Neural Sensorial Maps.
Proceedings of the Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira.s Scientific Legacy, 2009

Activity Modulation in Human Neuroblastoma Cultured Cells: Towards a Biological Neuroprocessor.
Proceedings of the Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira.s Scientific Legacy, 2009

Using Reconfigurable Supercomputers and C-to-Hardware Synthesis for CNN Emulation.
Proceedings of the Bioinspired Applications in Artificial and Natural Computation, 2009

Analysis of Retinal Ganglion Cells Population Responses Using Information Theory and Artificial Neural Networks: Towards Functional Cell Identification.
Proceedings of the Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira.s Scientific Legacy, 2009

A Biological Neural Network for Robotic Control - Towards a Human Neuroprocessor.
Proceedings of the IJCCI 2009, 2009

Model and hardware emulation of the first synapse of the retina using Discrete-Time Cellular Neural Networks.
Proceedings of the International Conference on Image Processing, 2009

2008
A retinomorphic architecture based on discrete-time cellular neural networks using reconfigurable computing.
Neurocomputing, 2008

2007
A Bio-inspired Architecture for Cognitive Audio.
Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007

High Performance Implementation of an FPGA-Based Sequential DT-CNN.
Proceedings of the Nature Inspired Problem-Solving Methods in Knowledge Engineering, 2007

HANNA: A Tool for Hardware Prototyping and Benchmarking of ANNs.
Proceedings of the Nature Inspired Problem-Solving Methods in Knowledge Engineering, 2007

An Adaptable Multichannel Architecture for Cortical Stimulation.
Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007

Functional Identification of Retinal Ganglion Cells Based on Neural Population Responses.
Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007

Hand-based Interface for Augmented Reality.
Proceedings of the IEEE Symposium on Field-Programmable Custom Computing Machines, 2007

Discrete-Time Cellular Neural Networks in FPGA.
Proceedings of the IEEE Symposium on Field-Programmable Custom Computing Machines, 2007

2006
Skin Color Detection for Real Time Mobile Applications.
Proceedings of the 2006 International Conference on Field Programmable Logic and Applications (FPL), 2006

2005
An Augmented Reality Visual Prothesis for People Affected by Tunneling Vision.
Proceedings of the Mechanisms, 2005

A Multiplexed Current Source Portable Stimulator Architecture for a Visual Cortical Neuroprosthesis.
Proceedings of the Mechanisms, 2005

Formulation and Validation of a Method for Classifying Neurons from Multielectrode Recordings.
Proceedings of the Mechanisms, 2005

Image Processing with CNN in a FPGA-Based Augmented Reality System for Visually Impaired People.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

FPGA Implementation of an Augmented Reality Application for Visually Impaired People.
Proceedings of the 2005 International Conference on Field Programmable Logic and Applications (FPL), 2005

FPGA Implementation of an Area-Time Efficient FIR Filter Core Using a Self-Clocked Approach.
Proceedings of the 2005 International Conference on Field Programmable Logic and Applications (FPL), 2005

2003
A High Level Synthesis of an Auditory Mechanical to Neural Transduction Circuit.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Validation of a Cortical Electrode Model for Neuroprosthetics Purposes.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

New Emulated Discrete Model of CNN Architecture for FPGA and DSP Applications.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

2002
Neural Coding Analysis in Retinal Ganglion Cells Using Information Theory.
Proceedings of the Artificial Neural Networks, 2002

2001
Decoding the Population Responses of Retinal Ganglions Cells Using Information Theory.
Proceedings of the Connectionist Models of Neurons, 2001

1999
A Bioinspired Hierarchical System for Speed Recognition.
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999

A Neural Network Approach for the Analysis of Multineural Recordings in Retinal Ganglion Cells.
Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999

1997
A Biological Front-End Processing for Speech Recognition.
Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997

Spoken-Digit Recognition Using Self-Organizing Maps with Perceptual Pre-processing.
Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997

1996
A Biological Auditory Neural Model for Speech Processing.
Proceedings of the Modelling and Simulation, 1996


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