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Unsupervised Learning by Spike Timing Dependent Plasticity in Phase Change Memory (PCM) Synapses

We present a novel one-transistor/one-resistor (1T1R) synapse for neuromorphic networks, based on phase change memory (PCM) technology. The synapse is capable of spike-timing dependent plasticity (STDP), where gradual potentiation relies on set transition, namely crystallization, in the PCM, while d...

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Detalles Bibliográficos
Autores principales: Ambrogio, Stefano, Ciocchini, Nicola, Laudato, Mario, Milo, Valerio, Pirovano, Agostino, Fantini, Paolo, Ielmini, Daniele
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4781832/
https://www.ncbi.nlm.nih.gov/pubmed/27013934
http://dx.doi.org/10.3389/fnins.2016.00056

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