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A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses

Implementing compact, low-power artificial neural processing systems with real-time on-line learning abilities is still an open challenge. In this paper we present a full-custom mixed-signal VLSI device with neuromorphic learning circuits that emulate the biophysics of real spiking neurons and dynam...

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Detalles Bibliográficos
Autores principales: Qiao, Ning, Mostafa, Hesham, Corradi, Federico, Osswald, Marc, Stefanini, Fabio, Sumislawska, Dora, Indiveri, Giacomo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4413675/
https://www.ncbi.nlm.nih.gov/pubmed/25972778
http://dx.doi.org/10.3389/fnins.2015.00141