José Manuel Ferrández
Orcid: 0000-0002-4613-6101Affiliations:
- Universidad Politécnica de Cartagena, Spain
According to our database1,
José Manuel Ferrández
authored at least 164 papers
between 1996 and 2024.
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Bibliography
2024
An explainable machine learning system for left bundle branch block detection and classification.
Integr. Comput. Aided Eng., 2024
2023
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends.
Inf. Fusion, December, 2023
Unraveling the Development of an Algorithm for Recognizing Primary Emotions Through Electroencephalography.
Int. J. Neural Syst., January, 2023
2022
Expert Syst. J. Knowl. Eng., 2022
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
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
Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022
2021
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 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
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
IJNS: 30 Years of Breakthrough Multidisciplinarity, Rigor, and Excellence in the Knowledge Limits.
Int. J. Neural Syst., 2020
Int. J. Neural Syst., 2020
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
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
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
Proceedings of the From Bioinspired Systems and Biomedical Applications to Machine Learning, 2019
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
Proceedings of the From Bioinspired Systems and Biomedical Applications to Machine Learning, 2019
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
Frontiers Neuroinformatics, 2018
2017
Nat. Comput., 2017
Int. J. Neural Syst., 2017
Frontiers Neuroinformatics, 2017
Frontiers Neuroinformatics, 2017
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017
Proceedings of the Biomedical Applications Based on Natural and Artificial Computing, 2017
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
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
2015
Monitoring amyotrophic lateral sclerosis by biomechanical modeling of speech production.
Neurocomputing, 2015
Neurocomputing, 2015
A scalable CNN architecture and its application to short exposure stellar images processing on a HPRC.
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
Proceedings of the Artificial Computation in Biology and Medicine, 2015
Proceedings of the Bioinspired Computation in Artificial Systems, 2015
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
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
Expert Syst. J. Knowl. Eng., 2014
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
Neurocomputing, 2013
Neurocomputing, 2013
Neurocomputing, 2013
Characterization of Speech from Amyotrophic Lateral Sclerosis by Neuromorphic Processing.
Proceedings of the Natural and Artificial Models in Computation and Biology, 2013
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
FPGA-based architecture for the real-time computation of 2-D convolution with large kernel size.
J. Syst. Archit., 2012
Neurocomputing, 2012
Proceedings of the Distributed Computing and Artificial Intelligence, 2012
Proceedings of the 2012 Conference on Design and Architectures for Signal and Image Processing, 2012
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
Neurocomputing, 2011
Expert Syst. J. Knowl. Eng., 2011
Proceedings of the Advances in Nonlinear Speech Processing, 2011
Proceedings of the New Challenges on Bioinspired Applications, 2011
Proceedings of the New Challenges on Bioinspired Applications, 2011
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
Proceedings of the New Challenges on Bioinspired Applications, 2011
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
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
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
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
Proceedings of the Trends in Applied Intelligent Systems, 2010
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
Nat. Comput., 2009
Study of the contrast processing in the early visual system using a neuromorphic retinal architecture.
Neurocomputing, 2009
Proceedings of the Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira.s Scientific Legacy, 2009
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
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
Proceedings of the Bio-inspired Modeling of Cognitive Tasks, 2007
Proceedings of the Nature Inspired Problem-Solving Methods in Knowledge Engineering, 2007
Proceedings of the Nature Inspired Problem-Solving Methods in Knowledge Engineering, 2007
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
Proceedings of the IEEE Symposium on Field-Programmable Custom Computing Machines, 2007
Proceedings of the IEEE Symposium on Field-Programmable Custom Computing Machines, 2007
2006
Proceedings of the 2006 International Conference on Field Programmable Logic and Applications (FPL), 2006
2005
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
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
2002
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
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
Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997
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