Alberto Patiño-Saucedo

According to our database, Alberto Patiño-Saucedo authored at least 10 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Robust ECG signal classification using spiking neural networks with axonal delays.

Javier Galvis-Chacón, Oscar Ramos-Soto, Diego Oliva, Arturo Valdivia-Gonzalez, Horacio Rostro-González, Alberto Patiño-Saucedo

Neurocomputing, 2026

2025

Efficient Synaptic Delay Implementation in Digital Event-Driven AI Accelerators.

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

CoRR, January, 2025

BAM-SLDK: biologically inspired attention mechanism with spiking learnable delayed kernel synapses.

Mario Chacón-Falcón, Alberto Patiño-Saucedo, Luis A. Camuñas-Mesa, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco

Neuromorph. Comput. Eng., 2025

2024

Hardware-aware training of models with synaptic delays for digital event-driven neuromorphic processors.

Alberto Patiño-Saucedo, Roy Meijer, Amirreza Yousefzadeh, Manil Dev Gomony, Federico Corradi, Paul Detterer, Laura Garrido-Regife, Bernabé Linares-Barranco, Manolis Sifalakis

CoRR, 2024

Co-optimized training of models with synaptic delays for digital neuromorphic accelerators.

Alberto Patiño-Saucedo, Roy Meijer, Paul Detterer, Amirreza Yousefzadeh, Laura Garrido-Regife, Bernabé Linares-Barranco, Manolis Sifalakis

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

2023

Empirical study on the efficiency of Spiking Neural Networks with axonal delays, and algorithm-hardware benchmarking.

Alberto Patiño-Saucedo, Amirreza Yousefzadeh, Guangzhi Tang, Federico Corradi, Bernabé Linares-Barranco, Manolis Sifalakis

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

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

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

2020

Event-driven implementation of deep spiking convolutional neural networks for supervised classification using the SpiNNaker neuromorphic platform.

Alberto Patiño-Saucedo, Horacio Rostro-González, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco

Neural Networks, 2020

2018

Tropical Fruits Classification Using an AlexNet-Type Convolutional Neural Network and Image Augmentation.

Alberto Patiño-Saucedo, Horacio Rostro-González, Jörg Conradt

Proceedings of the Neural Information Processing - 25th International Conference, 2018