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Implementation of a spike-based perceptron learning rule using TiO(2−x) memristors

Synaptic plasticity plays a crucial role in allowing neural networks to learn and adapt to various input environments. Neuromorphic systems need to implement plastic synapses to obtain basic “cognitive” capabilities such as learning. One promising and scalable approach for implementing neuromorphic...

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Bibliografiske detaljer
Udgivet i:Front Neurosci
Main Authors: Mostafa, Hesham, Khiat, Ali, Serb, Alexander, Mayr, Christian G., Indiveri, Giacomo, Prodromakis, Themis
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2015
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4591430/
https://ncbi.nlm.nih.gov/pubmed/26483629
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fnins.2015.00357
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