State-of-the-art deep learning has a carbon emission problem. Can neuromorphic engineering help?

by Evangelos Stromatias
Published 2020-05-01

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

by Evangelos Stromatias, Miguel Soto, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco
Published 2017-06-01

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

by Amirreza Yousefzadeh, Evangelos Stromatias, Miguel Soto, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco
Published 2018-10-01

Benchmarking Spike-Based Visual Recognition: a Dataset and Evaluation

by Qian Liu, Garibaldi Pineda García, Evangelos Stromatias, Teresa Serrano-Gotarredona, Steve B Furber
Published 2016-11-01