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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Bibliographic Details
Main Authors: Werner, Thilo, Vianello, Elisa, Bichler, Olivier, Garbin, Daniele, Cattaert, Daniel, Yvert, Blaise, De Salvo, Barbara, Perniola, Luca
Format: Online
Language:English
Published: Frontiers Media S.A. 2016
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5093145/