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

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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Bibliographic Details
Main Authors: Ambrogio, Stefano, Ciocchini, Nicola, Laudato, Mario, Milo, Valerio, Pirovano, Agostino, Fantini, Paolo, Ielmini, Daniele
Format: Online
Language:English
Published: Frontiers Media S.A. 2016
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4781832/

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https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4781832/

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