Deep neural networks for the recognition and classification of heart murmurs using neuromorphic auditory sensors JP Dominguez-Morales, AF Jimenez-Fernandez, MJ Dominguez-Morales, ... IEEE transactions on biomedical circuits and systems 12 (1), 24-34, 2017 | 165 | 2017 |
A binaural neuromorphic auditory sensor for FPGA: a spike signal processing approach A Jiménez-Fernández, E Cerezuela-Escudero, L Miró-Amarante, ... IEEE transactions on neural networks and learning systems 28 (4), 804-818, 2016 | 86 | 2016 |
A neuro-inspired spike-based PID motor controller for multi-motor robots with low cost FPGAs A Jimenez-Fernandez, G Jimenez-Moreno, A Linares-Barranco, ... Sensors 12 (4), 3831-3856, 2012 | 86 | 2012 |
Wireless sensor network for wildlife tracking and behavior classification of animals in Doñana JP Dominguez-Morales, A Rios-Navarro, M Dominguez-Morales, ... IEEE Communications Letters 20 (12), 2534-2537, 2016 | 77 | 2016 |
Deep spiking neural network model for time-variant signals classification: a real-time speech recognition approach JP Dominguez-Morales, Q Liu, R James, D Gutierrez-Galan, ... 2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018 | 66 | 2018 |
Embedded neural network for real-time animal behavior classification D Gutierrez-Galan, JP Dominguez-Morales, E Cerezuela-Escudero, ... Neurocomputing 272, 17-26, 2018 | 66 | 2018 |
Neuro-inspired spike-based motion: From dynamic vision sensor to robot motor open-loop control through spike-VITE F Perez-Peña, A Morgado-Estevez, A Linares-Barranco, ... Sensors 13 (11), 15805-15832, 2013 | 63 | 2013 |
NeuroPod: a real-time neuromorphic spiking CPG applied to robotics D Gutierrez-Galan, JP Dominguez-Morales, F Perez-Peña, ... Neurocomputing 381, 10-19, 2020 | 53 | 2020 |
Building blocks for spikes signals processing A Jimenez-Fernandez, A Linares-Barranco, R Paz-Vicente, G Jiménez, ... The 2010 international joint conference on neural networks (IJCNN), 1-8, 2010 | 45 | 2010 |
An AER handshake-less modular infrastructure PCB with x8 2.5 Gbps LVDS serial links T Iakymchuk, A Rosado, T Serrano-Gotarredona, B Linares-Barranco, ... 2014 IEEE International Symposium on Circuits and Systems (ISCAS), 1556-1559, 2014 | 40 | 2014 |
Bio-inspired stereo vision calibration for dynamic vision sensors MJ Dominguez-Morales, A Jimenez-Fernandez, G Jimenez-Moreno, ... IEEE Access 7, 138415-138425, 2019 | 39 | 2019 |
Using FPGA for visuo-motor control with a silicon retina and a humanoid robot A Linares-Barranco, F Gomez-Rodriguez, A Jimenez-Fernandez, ... 2007 IEEE International Symposium on Circuits and Systems (ISCAS), 1192-1195, 2007 | 39 | 2007 |
Neuromorphic LIF row-by-row multiconvolution processor for FPGA R Tapiador-Morales, A Linares-Barranco, A Jimenez-Fernandez, ... IEEE transactions on biomedical circuits and systems 13 (1), 159-169, 2018 | 36 | 2018 |
On the AER convolution processors for FPGA A Linares-Barranco, R Paz-Vicente, F Gomez-Rodriguez, A Jiménez, ... Proceedings of 2010 IEEE International Symposium on Circuits and Systems …, 2010 | 36 | 2010 |
Multilayer spiking neural network for audio samples classification using SpiNNaker JP Dominguez-Morales, A Jimenez-Fernandez, A Rios-Navarro, ... Artificial Neural Networks and Machine Learning–ICANN 2016: 25th …, 2016 | 28 | 2016 |
Wildlife monitoring on the edge: A performance evaluation of embedded neural networks on microcontrollers for animal behavior classification JP Dominguez-Morales, L Duran-Lopez, D Gutierrez-Galan, ... Sensors 21 (9), 2975, 2021 | 25 | 2021 |
Real-time neuro-inspired sound source localization and tracking architecture applied to a robotic platform EC Escudero, FP Peña, RP Vicente, A Jimenez-Fernandez, GJ Moreno, ... Neurocomputing 283, 129-139, 2018 | 23 | 2018 |
Neuromorphic sensory integration for combining sound source localization and collision avoidance T Schoepe, D Gutierrez-Galan, JP Dominguez-Morales, ... 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2019 | 22 | 2019 |
Event-based gesture recognition through a hierarchy of time-surfaces for FPGA R Tapiador-Morales, JM Maro, A Jimenez-Fernandez, G Jimenez-Moreno, ... Sensors 20 (12), 3404, 2020 | 21 | 2020 |
A spiking neural network for real-time Spanish vowel phonemes recognition L Miró-Amarante, F Gómez-Rodríguez, A Jiménez-Fernandez, ... Neurocomputing 226, 249-261, 2017 | 21 | 2017 |