An Event-Driven Classifier for Spiking Neural Networks Fed with Synthetic or Dynamic Vision Sensor Data

por Stromatias, Evangelos, Soto, Miguel, Serrano-Gotarredona, Teresa, Linares-Barranco, Bernabé
Publicado 2017

On Practical Issues for Stochastic STDP Hardware With 1-bit Synaptic Weights

por Yousefzadeh, Amirreza, Stromatias, Evangelos, Soto, Miguel, Serrano-Gotarredona, Teresa, Linares-Barranco, Bernabé
Publicado 2018

Benchmarking Spike-Based Visual Recognition: A Dataset and Evaluation

por Liu, Qian, Pineda-García, Garibaldi, Stromatias, Evangelos, Serrano-Gotarredona, Teresa, Furber, Steve B.
Publicado 2016

Robustness of spiking Deep Belief Networks to noise and reduced bit precision of neuro-inspired hardware platforms

por Stromatias, Evangelos, Neil, Daniel, Pfeiffer, Michael, Galluppi, Francesco, Furber, Steve B., Liu, Shih-Chii
Publicado 2015

A framework for plasticity implementation on the SpiNNaker neural architecture

por Galluppi, Francesco, Lagorce, Xavier, Stromatias, Evangelos, Pfeiffer, Michael, Plana, Luis A., Furber, Steve B., Benosman, Ryad B.
Publicado 2015

Breaking the millisecond barrier on SpiNNaker: implementing asynchronous event-based plastic models with microsecond resolution

por Lagorce, Xavier, Stromatias, Evangelos, Galluppi, Francesco, Plana, Luis A., Liu, Shih-Chii, Furber, Steve B., Benosman, Ryad B.
Publicado 2015