Alberto Patiño-Saucedo

11 papers C 2Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Robust ECG signal classification using spiking neural networks with axonal delays.
Neurocomputing
Javier Galvis-Chacón, Oscar Ramos-Soto, Diego Oliva, Arturo Valdivia-Gonzalez, Horacio Rostro-González, Alberto Patiño-Saucedo
2025 J jnl
BAM-SLDK: biologically inspired attention mechanism with spiking learnable delayed kernel synapses.
Neuromorph. Comput. Eng.
Mario Chacón-Falcón, Alberto Patiño-Saucedo, Luis A. Camuñas-Mesa, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco
2025 J jnl
Efficient Synaptic Delay Implementation in Digital Event-Driven AI Accelerators.
CoRR
Roy Meijer, Paul Detterer, Amirreza Yousefzadeh, Alberto Patiño-Saucedo, Guangzhi Tang, Kanishkan Vadivel, Yinfu Xu, Manil Dev Gomony, Federico Corradi, Bernabé Linares-Barranco, Manolis Sifalakis
2024 C conf
Co-optimized training of models with synaptic delays for digital neuromorphic accelerators.
ISCAS
Alberto Patiño-Saucedo, Roy Meijer, Paul Detterer, Amirreza Yousefzadeh, Laura Garrido-Regife, Bernabé Linares-Barranco, Manolis Sifalakis
2024 J jnl
Hardware-aware training of models with synaptic delays for digital event-driven neuromorphic processors.
CoRR
Alberto Patiño-Saucedo, Roy Meijer, Amirreza Yousefzadeh, Manil Dev Gomony, Federico Corradi, Paul Detterer, Laura Garrido-Regife, Bernabé Linares-Barranco, Manolis Sifalakis
2023 C conf
Empirical study on the efficiency of Spiking Neural Networks with axonal delays, and algorithm-hardware benchmarking.
ISCAS
Alberto Patiño-Saucedo, Amirreza Yousefzadeh, Guangzhi Tang, Federico Corradi, Bernabé Linares-Barranco, Manolis Sifalakis
2023 J jnl
Empirical study on the efficiency of Spiking Neural Networks with axonal delays, and algorithm-hardware benchmarking.
CoRR
Alberto Patiño-Saucedo, Amirreza Yousefzadeh, Guangzhi Tang, Federico Corradi, Bernabé Linares-Barranco, Manolis Sifalakis
2022 J jnl
Neuromorphic adaptive spiking CPG towards bio-inspired locomotion.
Neurocomputing
Pablo Lopez-Osorio, Alberto Patiño-Saucedo, Juan Pedro Dominguez-Morales, Horacio Rostro-González, Fernando Perez-Peña
2021 J jnl
Neuromorphic adaptive spiking CPG towards bio-inspired locomotion of legged robots.
CoRR
Pablo Lopez-Osorio, Alberto Patiño-Saucedo, Juan Pedro Dominguez-Morales, Horacio Rostro-González, Fernando Perez-Peña
2020 J jnl
Event-driven implementation of deep spiking convolutional neural networks for supervised classification using the SpiNNaker neuromorphic platform.
Neural Networks
Alberto Patiño-Saucedo, Horacio Rostro-González, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco
2018 — conf
Tropical Fruits Classification Using an AlexNet-Type Convolutional Neural Network and Image Augmentation.
ICONIP (4)
Alberto Patiño-Saucedo, Horacio Rostro-González, Jörg Conradt