Tropical Fruits Classification Using an AlexNet-Type Convolutional Neural Network and Image Augmentation. - Alberto Patiño-Saucedo; Horacio Rostro-González; Jörg Conradt (ICONIP (4), 2018)

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)

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)

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)

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 (ISCAS, 2023)

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 (ISCAS, 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)

Efficient Synaptic Delay Implementation in Digital Event-Driven AI Accelerators. - Roy Meijer; Paul Detterer; Amirreza Yousefzadeh; Alberto Patiño-Saucedo; Guanghzi Tang; Kanishkan Vadivel; Yinfu Xu; Manil Dev Gomony; Federico Corradi; Bernabé Linares-Barranco; Manolis Sifalakis (CoRR, 2025)