System based on inertial sensors for behavioral monitoring of wildlife. - Ricardo Tapiador-Morales; Antonio Rios-Navarro; Angel Jiménez-Fernandez; Juan Pedro Dominguez-Morales; Alejandro Linares-Barranco (CITS, 2015)

Performance Evaluation of Neural Networks for Animal Behaviors Classification: Horse Gaits Case Study. - Elena Cerezuela-Escudero; Antonio Rios-Navarro; Juan Pedro Dominguez-Morales; Ricardo Tapiador-Morales; Daniel Gutierrez-Galan; C. Martín-Cañal; Alejandro Linares-Barranco (DCAI, 2016)

A 20Mevps/32Mev event-based USB framework for neuromorphic systems debugging. - Antonio Rios-Navarro; Juan Pedro Dominguez-Morales; Ricardo Tapiador-Morales; Daniel Gutierrez-Galan; Angel Jiménez-Fernandez; Alejandro Linares-Barranco (EBCCSP, 2016)

Sound Recognition System Using Spiking and MLP Neural Networks. - Elena Cerezuela-Escudero; Angel Jiménez-Fernandez; Rafael Paz-Vicente; Juan Pedro Dominguez-Morales; Manuel Jesus Domínguez-Morales; Alejandro Linares-Barranco (ICANN (2), 2016)

Multilayer Spiking Neural Network for Audio Samples Classification Using SpiNNaker. - Juan Pedro Dominguez-Morales; Angel Jiménez-Fernandez; Antonio Rios-Navarro; Elena Cerezuela-Escudero; Daniel Gutierrez-Galan; Manuel Jesus Domínguez-Morales; Gabriel Jiménez-Moreno (ICANN (1), 2016)

A Sensor Fusion Horse Gait Classification by a Spiking Neural Network on SpiNNaker. - Antonio Rios-Navarro; Juan Pedro Dominguez-Morales; Ricardo Tapiador-Morales; Manuel Jesus Domínguez-Morales; Angel Jiménez-Fernandez; Alejandro Linares-Barranco (ICANN (1), 2016)

Wireless Sensor Network for Wildlife Tracking and Behavior Classification of Animals in Doñana. - Juan Pedro Dominguez-Morales; Antonio Rios-Navarro; Manuel Domínguez-Morales; Ricardo Tapiador-Morales; Daniel Gutierrez-Galan; Daniel Cascado Caballero; Angel Jiménez-Fernandez; Alejandro Linares-Barranco (IEEE Commun. Lett., 2016)

Semi-wildlife gait patterns classification using statistical methods and Artificial Neural Networks. - Daniel Gutierrez-Galan; Juan Pedro Dominguez-Morales; Lourdes Miro-Amarante; Francisco Gomez-Rodriguez; Manuel Domínguez-Morales; Manuel Rivas Pérez; Angel Jiménez-Fernandez; Alejandro Linares-Barranco (IJCNN, 2017)

Live demonstration - Multilayer spiking neural network for audio samples classification using SpiNNaker. - Juan Pedro Dominguez-Morales; Antonio Rios-Navarro; Daniel Gutierrez-Galan; Ricardo Tapiador-Morales; Angel Jiménez-Fernandez; Elena Cerezuela-Escudero; Manuel Domínguez-Morales; Alejandro Linares-Barranco (ISCAS, 2017)

A SpiNNaker Application: Design, Implementation and Validation of SCPGs. - Brayan Cuevas-Arteaga; Juan Pedro Dominguez-Morales; Horacio Rostro-González; Andrés Espinal; Angel Jiménez-Fernandez; Francisco Gomez-Rodriguez; Alejandro Linares-Barranco (IWANN (1), 2017)

Accuracy Improvement of Neural Networks Through Self-Organizing-Maps over Training Datasets. - Daniel Gutierrez-Galan; Juan Pedro Dominguez-Morales; Ricardo Tapiador-Morales; Antonio Rios-Navarro; Manuel Jesus Domínguez-Morales; Angel Jiménez-Fernandez; Alejandro Linares-Barranco (IWANN (1), 2017)

A Protocol Generator Tool for Automatic In-Vitro HPV Robotic Analysis. - Juan Pedro Dominguez-Morales; Angel Jiménez-Fernandez; Saturnino Vicente Diaz; Alejandro Linares-Barranco; Asuncion Olmo-Sevilla; Antonio Fernandez-Enriquez (ROBOT (2), 2017)

NAVIS: Neuromorphic Auditory VISualizer Tool. - Juan Pedro Dominguez-Morales; Angel Jiménez-Fernandez; Manuel Domínguez-Morales; Gabriel Jiménez-Moreno (Neurocomputing, 2017)

Deep Spiking Neural Network model for time-variant signals classification: a real-time speech recognition approach. - Juan Pedro Dominguez-Morales; Qian Liu 005; Robert James; Daniel Gutierrez-Galan; Angel Jiménez-Fernandez; Simon Davidson; Steve B. Furber (IJCNN, 2018)

Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA. - Ricardo Tapiador-Morales; Antonio Rios-Navarro; Juan Pedro Dominguez-Morales; Daniel Gutierrez-Galan; Manuel Domínguez-Morales; Angel Jiménez-Fernandez; Alejandro Linares-Barranco (IJCNN, 2018)

Corrigendum to NAVIS: Neuromorphic Auditory VISualizer Tool. Neurocomputing 237C (2017) pp. 418-422. - Juan Pedro Dominguez-Morales; Angel Jiménez-Fernandez; Manuel Domínguez-Morales; Gabriel Jiménez-Moreno (Neurocomputing, 2018)

Embedded neural network for real-time animal behavior classification. - Daniel Gutierrez-Galan; Juan Pedro Dominguez-Morales; Elena Cerezuela-Escudero; Antonio Rios-Navarro; Ricardo Tapiador-Morales; Manuel Rivas Pérez; Manuel Domínguez-Morales; Angel Jiménez-Fernandez; Alejandro Linares-Barranco (Neurocomputing, 2018)

Deep Neural Networks for the Recognition and Classification of Heart Murmurs Using Neuromorphic Auditory Sensors. - Juan Pedro Dominguez-Morales; Angel Jiménez-Fernandez; Manuel Jesus Domínguez-Morales; Gabriel Jiménez-Moreno (IEEE Trans. Biomed. Circuits Syst., 2018)

An Automated Fall Detection System Using Recurrent Neural Networks. - Francisco Luna-Perejón; Javier Civit-Masot; Isabel Amaya-Rodriguez; Lourdes Duran-Lopez; Juan Pedro Dominguez-Morales; Antón Civit Balcells; Alejandro Linares-Barranco (AIME, 2019)

Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance. - Thorben Schoepe; Daniel Gutierrez-Galan; Juan Pedro Dominguez-Morales; Angel Jiménez-Fernandez; Alejandro Linares-Barranco; Elisabetta Chicca (BioCAS, 2019)

A neuromorphic approach of the sound source localization task in real-time embedded systems: work-in-progress. - Daniel Gutierrez-Galan; Juan Pedro Dominguez-Morales; Angel Jiménez-Fernandez; Ricardo Tapiador-Morales; Antonio Rios-Navarro; Alejandro Linares-Barranco (EMSOFT Companion, 2019)

Spiking Row-by-Row FPGA Multi-Kernel and Multi-Layer Convolution Processor. - Ricardo Tapiador-Morales; Antonio Rios-Navarro; Juan Pedro Dominguez-Morales; Daniel Gutierrez-Galan; Alejandro Linares-Barranco (FPL, 2019)

Glioma Diagnosis Aid through CNNs and Fuzzy-C Means for MRI. - Isabel Amaya-Rodriguez; Lourdes Duran-Lopez; Francisco Luna-Perejon; Javier Civit-Masot; Juan Pedro Dominguez-Morales; Saturnino Vicente; Antón Civit; Daniel Cascado Caballero; Alejandro Linares-Barranco (IJCCI, 2019)

Multi-dataset Training for Medical Image Segmentation as a Service. - Javier Civit-Masot; Francisco Luna-Perejón; Lourdes Duran-Lopez; Juan Pedro Dominguez-Morales; Saturnino Vicente Diaz; Alejandro Linares-Barranco; Antón Civit (IJCCI, 2019)

Breast Cancer Automatic Diagnosis System using Faster Regional Convolutional Neural Networks. - Lourdes Duran-Lopez; Juan Pedro Dominguez-Morales; Isabel Amaya-Rodriguez; Francisco Luna-Perejon; Javier Civit-Masot; Saturnino Vicente Diaz; Alejandro Linares-Barranco (IJCCI, 2019)

A Low-power, Reachable, Wearable and Intelligent IoT Device for Animal Activity Monitoring. - Lourdes Duran-Lopez; Daniel Gutierrez-Galan; Juan Pedro Dominguez-Morales; Antonio Rios-Navarro; Ricardo Tapiador-Morales; Angel Jiménez-Fernandez; Daniel Cascado Caballero; Alejandro Linares-Barranco (IJCCI, 2019)

Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices. - Francisco Luna-Perejon; Javier Civit-Masot; Luis Muñoz-Saavedra; Lourdes Duran-Lopez; Isabel Amaya-Rodriguez; Juan Pedro Dominguez-Morales; Saturnino Vicente Diaz; Alejandro Linares-Barranco; Antón Civit Balcells; Manuel Jesus Domínguez-Morales (IJCCI, 2019)

Live Demonstration: Neuromorphic Robotics, from Audio to Locomotion Through Spiking CPG on SpiNNaker. - Daniel Gutierrez-Galan; Juan Pedro Dominguez-Morales; Fernando Perez-Peña; Angel Jiménez-Fernandez; Alejandro Linares-Barranco (ISCAS, 2019)

Live Demonstration: Neuromorphic Row-by-Row Multi-Convolution FPGA Processor-SpiNNaker Architecture for Dynamic-Vision Feature Extraction. - Ricardo Tapiador-Morales; Juan Pedro Dominguez-Morales; Daniel Gutierrez-Galan; Antonio Rios-Navarro; Angel Jiménez-Fernandez; Alejandro Linares-Barranco (ISCAS, 2019)

NeuroPod: a real-time neuromorphic spiking CPG applied to robotics. - Daniel Gutierrez-Galan; Juan Pedro Dominguez-Morales; Fernando Perez-Peña; Alejandro Linares-Barranco (CoRR, 2019)

Interfacing PDM sensors with PFM spiking systems: application for Neuromorphic Auditory Sensors. - Angel Jiménez-Fernandez; Juan Pedro Dominguez-Morales; Daniel Gutierrez-Galan; Antonio Rios-Navarro; Ricardo Tapiador-Morales; Alejandro Linares-Barranco (CoRR, 2019)

Live Demonstration: Neuromorphic Sensory Integration for Combining Sound Source Localization and Collision Avoidance. - Thorben Schoepe; Daniel Gutierrez-Galan; Juan Pedro Dominguez-Morales; Angel Jiménez-Fernandez; Alejandro Linares-Barranco; Elisabetta Chicca (ISCAS, 2020)

PROMETEO: A CNN-Based Computer-Aided Diagnosis System for WSI Prostate Cancer Detection. - Lourdes Duran-Lopez; Juan Pedro Dominguez-Morales; Antonio Felix Conde-Martin; Saturnino Vicente Diaz; Alejandro Linares-Barranco (IEEE Access, 2020)

Neuropod: A real-time neuromorphic spiking CPG applied to robotics. - Daniel Gutierrez-Galan; Juan Pedro Dominguez-Morales; Fernando Perez-Peña; Angel Jiménez-Fernandez; Alejandro Linares-Barranco (Neurocomputing, 2020)

Wide & Deep neural network model for patch aggregation in CNN-based prostate cancer detection systems. - Lourdes Duran-Lopez; Juan Pedro Dominguez-Morales; Daniel Gutierrez-Galan; Antonio Rios-Navarro; Angel Jiménez-Fernandez; Saturnino Vicente Diaz; Alejandro Linares-Barranco (Comput. Biol. Medicine, 2021)

Neuromorphic adaptive spiking CPG towards bio-inspired locomotion of legged robots. - Pablo Lopez-Osorio; Alberto Patiño-Saucedo; Juan Pedro Dominguez-Morales; Horacio Rostro-González; Fernando Perez-Peña (CoRR, 2021)

Real-time detection of uncalibrated sensors using Neural Networks. - Luis J. Muñoz-Molina; Ignacio Cazorla-Piñar; Juan Pedro Dominguez-Morales; Fernando Perez-Peña (CoRR, 2021)

Event Based Time-Vectors for auditory features extraction: a neuromorphic approach for low power audio recognition. - Marco Rasetto; Juan Pedro Dominguez-Morales; Angel Jiménez-Fernandez; Ryad Benosman (CoRR, 2021)

pyNAVIS: An open-source cross-platform software for spike-based neuromorphic audio information processing. - Juan Pedro Dominguez-Morales; Daniel Gutierrez-Galan; Antonio Rios-Navarro; Lourdes Duran-Lopez; Manuel Domínguez-Morales; Angel Jiménez-Fernandez (Neurocomputing, 2021)

Real-time detection of bursts in neuronal cultures using a neuromorphic auditory sensor and spiking neural networks. - Juan Pedro Dominguez-Morales; Stefano Buccelli; Daniel Gutierrez-Galan; Ilaria Colombi; Angel Jiménez-Fernandez; Michela Chiappalone (Neurocomputing, 2021)

OpenNAS: Open Source Neuromorphic Auditory Sensor HDL code generator for FPGA implementations. - Daniel Gutierrez-Galan; Juan Pedro Dominguez-Morales; Angel Jiménez-Fernandez; Alejandro Linares-Barranco; Gabriel Jiménez-Moreno (Neurocomputing, 2021)

Wildlife Monitoring on the Edge: A Performance Evaluation of Embedded Neural Networks on Microcontrollers for Animal Behavior Classification. - Juan Pedro Dominguez-Morales; Lourdes Duran-Lopez; Daniel Gutierrez-Galan; Antonio Rios-Navarro; Alejandro Linares-Barranco; Angel Jiménez-Fernandez (Sensors, 2021)

Performance Evaluation of Deep Learning-Based Prostate Cancer Screening Methods in Histopathological Images: Measuring the Impact of the Model's Complexity on Its Processing Speed. - Lourdes Duran-Lopez; Juan Pedro Dominguez-Morales; Antonio Rios-Navarro; Daniel Gutierrez-Galan; Angel Jiménez-Fernandez; Saturnino Vicente Diaz; Alejandro Linares-Barranco (Sensors, 2021)

Spike-based building blocks for performing logic operations using Spiking Neural Networks on SpiNNaker. - Alvaro Ayuso-Martinez; Daniel Casanueva-Morato; Juan Pedro Dominguez-Morales; Angel Jiménez-Fernandez; Gabriel Jiménez-Moreno (IJCNN, 2022)

Spike-based computational models of bio-inspired memories in the hippocampal CA3 region on SpiNNaker. - Daniel Casanueva-Morato; Alvaro Ayuso-Martinez; Juan Pedro Dominguez-Morales; Angel Jiménez-Fernandez; Gabriel Jiménez-Moreno (IJCNN, 2022)

Towards the Neuromorphic Implementation of the Auditory Perception in the iCub Robotic Platform. - Daniel Gutierrez-Galan; Chiara Bartolozzi; Juan Pedro Dominguez-Morales; Angel Jiménez-Fernandez; Alejandro Linares-Barranco (NICE, 2022)

Neuromorphic adaptive spiking CPG towards bio-inspired locomotion. - Pablo Lopez-Osorio; Alberto Patiño-Saucedo; Juan Pedro Dominguez-Morales; Horacio Rostro-González; Fernando Perez-Peña (Neurocomputing, 2022)

Real-time detection of uncalibrated sensors using neural networks. - Luis J. Muñoz-Molina; Ignacio Cazorla-Piñar; Juan Pedro Dominguez-Morales; Luis Lafuente; Fernando Perez-Peña (Neural Comput. Appl., 2022)

An Event-Based Digital Time Difference Encoder Model Implementation for Neuromorphic Systems. - Daniel Gutierrez-Galan; Thorben Schoepe; Juan Pedro Dominguez-Morales; Angel Jiménez-Fernandez; Elisabetta Chicca; Alejandro Linares-Barranco (IEEE Trans. Neural Networks Learn. Syst., 2022)

Live Demonstration: Bio-inspired implementation of a sparse-learning spike-based hippocampus memory model. - Daniel Casanueva-Morato; Alvaro Ayuso-Martinez; Juan Pedro Dominguez-Morales; Angel Jiménez-Fernandez; Gabriel Jiménez-Moreno (ISCAS, 2023)

Bio-inspired spike-based Hippocampus and Posterior Parietal Cortex models for robot navigation and environment pseudo-mapping. - Daniel Casanueva-Morato; Alvaro Ayuso-Martinez; Juan Pedro Dominguez-Morales; Angel Jiménez-Fernandez; Gabriel Jiménez-Moreno; Fernando Perez-Peña (CoRR, 2023)

Construction of a Spike-Based Memory Using Neural-Like Logic Gates Based on Spiking Neural Networks on SpiNNaker. - Alvaro Ayuso-Martinez; Daniel Casanueva-Morato; Juan Pedro Dominguez-Morales; Angel Jiménez-Fernandez; Gabriel Jiménez-Moreno (IEEE Trans. Emerg. Top. Comput., 2023)

Interfacing PDM MEMS Microphones with PFM Spiking Systems: Application for Neuromorphic Auditory Sensors. - Daniel Gutierrez-Galan; Antonio Rios-Navarro; Juan Pedro Dominguez-Morales; Lourdes Duran-Lopez; Gabriel Jiménez-Moreno; Angel Jiménez-Fernandez (Neural Process. Lett., 2023)

NESIM-RT: A real-time distributed spiking neural network simulator. - Daniel J. Rosa-Gallardo; Juan Carlos de la Torre; Fernando M. Quintana; Juan Pedro Dominguez-Morales; Fernando Perez-Peña (SoftwareX, 2023)

A comparative study of the inter-observer variability on Gleason grading against Deep Learning-based approaches for prostate cancer. - José M. Marrón-Esquivel; Lourdes Duran-Lopez; Alejandro Linares-Barranco; Juan Pedro Dominguez-Morales (Comput. Biol. Medicine, 2023)

Closed-loop sound source localization in neuromorphic systems. - Thorben Schoepe; Daniel Gutierrez-Galan; Juan Pedro Dominguez-Morales; Hugh Greatorex; Angel Jiménez-Fernandez; Alejandro Linares-Barranco; Elisabetta Chicca (Neuromorph. Comput. Eng., 2023)

Bioinspired Spike-Based Hippocampus and Posterior Parietal Cortex Models for Robot Navigation and Environment Pseudomapping. - Daniel Casanueva-Morato; Alvaro Ayuso-Martinez; Juan Pedro Dominguez-Morales; Angel Jiménez-Fernandez; Gabriel Jiménez-Moreno; Fernando Perez-Peña (Adv. Intell. Syst., 2023)

A systematic comparison of different machine learning models for the spatial estimation of air pollution. - Elena Cerezuela-Escudero; Juan Manuel Montes-Sanchez; Juan Pedro Dominguez-Morales; Lourdes Duran-Lopez; Gabriel Jiménez-Moreno (Appl. Intell., 2023)

Integrating a hippocampus memory model into a neuromorphic robotic-arm for trajectory navigation. - Daniel Casanueva-Morato; Pablo Lopez-Osorio; Enrique Piñero-Fuentes; Juan Pedro Dominguez-Morales; Fernando Perez-Peña; Alejandro Linares-Barranco (ISCAS, 2024)

A Low-Cost Real-Time Spiking System for Obstacle Detection based on Ultrasonic Sensors and Rate Coding. - Alvaro Ayuso-Martinez; Daniel Casanueva-Morato; Juan Pedro Dominguez-Morales; Angel Jiménez-Fernandez; Gabriel Jiménez-Moreno (CoRR, 2024)

A systematic comparison of deep learning methods for Gleason grading and scoring. - Juan Pedro Dominguez-Morales; Lourdes Duran-Lopez; Niccolò Marini; Saturnino Vicente Diaz; Alejandro Linares-Barranco; Manfredo Atzori; Henning Müller (Medical Image Anal., 2024)

Bio-inspired computational memory model of the Hippocampus: An approach to a neuromorphic spike-based Content-Addressable Memory. - Daniel Casanueva-Morato; Alvaro Ayuso-Martinez; Juan Pedro Dominguez-Morales; Angel Jiménez-Fernandez; Gabriel Jiménez-Moreno (Neural Networks, 2024)

A Neuromorphic Vision and Feedback Sensor Fusion Based on Spiking Neural Networks for Real-Time Robot Adaption. - Pablo Lopez-Osorio; Juan Pedro Dominguez-Morales; Fernando Perez-Peña (Adv. Intell. Syst., 2024)

Towards spiking analog hardware implementation of a trajectory interpolation mechanism for smooth closed-loop control of a spiking robot arm. - Daniel Casanueva-Morato; Chenxi Wu; Giacomo Indiveri; Juan Pedro Dominguez-Morales; Alejandro Linares-Barranco (ISCAS, 2025)

Neuromorphic Audio Dataset for Predictive Maintenance in Peristaltic Pumps. - Juan Manuel Montes-Sanchez; Juan Pedro Dominguez-Morales; Saturnino Vicente Diaz; Angel Jiménez-Fernandez (ISCAS, 2025)

Ensemble-based Convolutional Neural Networks for brain tumor classification in MRI: Enhancing accuracy and interpretability using explainable AI. - Luis Sánchez-Moreno; A. Perez-Peña; Lourdes Duran-Lopez; Juan Pedro Dominguez-Morales (Comput. Biol. Medicine, 2025)

A Bio-Inspired Implementation of a Sparse-Learning Spike-Based Hippocampus Memory Model. - Daniel Casanueva-Morato; Alvaro Ayuso-Martinez; Juan Pedro Dominguez-Morales; Angel Jiménez-Fernandez; Gabriel Jiménez-Moreno (IEEE Trans. Emerg. Top. Comput., 2025)

Analog Sequential Hippocampal Memory Model for Trajectory Learning and Recalling: A Robustness Analysis Overview. - Daniel Casanueva-Morato; Alvaro Ayuso-Martinez; Giacomo Indiveri; Juan Pedro Dominguez-Morales; Gabriel Jiménez-Moreno (Adv. Intell. Syst., 2025)

Melanoma Breslow Thickness Classification Using Ensemble-Based Knowledge Distillation With Semi-Supervised Convolutional Neural Networks. - Juan Pedro Dominguez-Morales; Juan-Carlos Hernández-Rodríguez; Lourdes Duran-Lopez; Julián Conejo-Mir; José-Juan Pereyra-Rodriguez (IEEE J. Biomed. Health Informatics, 2025)

Analog Implementation of a Spiking System for Performing Arithmetic Logic Operations on Mixed-Signal Neuromorphic Processors. - Alvaro Ayuso-Martinez; Daniel Casanueva-Morato; Juan Pedro Dominguez-Morales; Giacomo Indiveri; Angel Jiménez-Fernandez; Gabriel Jiménez-Moreno (Adv. Intell. Syst., 2025)