Spiking Neural Networks Based on OxRAM Synapses for Real-Time Unsupervised Spike Sorting

In this paper, we present an alternative approach to perform spike sorting of complex brain signals based on spiking neural networks (SNN). The proposed architecture is suitable for hardware implementation by using resistive random access memory (RRAM) technology for the implementation of synapses w...

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Detalhes bibliográficos
Publicado no:Front Neurosci
Main Authors: Werner, Thilo, Vianello, Elisa, Bichler, Olivier, Garbin, Daniele, Cattaert, Daniel, Yvert, Blaise, De Salvo, Barbara, Perniola, Luca
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2016
Assuntos:
Neuroscience
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5093145/
https://ncbi.nlm.nih.gov/pubmed/27857680
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2016.00474
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