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Magnetic Tunnel Junction Based Long-Term Short-Term Stochastic Synapse for a Spiking Neural Network with On-Chip STDP Learning

Spiking Neural Networks (SNNs) have emerged as a powerful neuromorphic computing paradigm to carry out classification and recognition tasks. Nevertheless, the general purpose computing platforms and the custom hardware architectures implemented using standard CMOS technology, have been unable to riv...

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Srinivasan, Gopalakrishnan, Sengupta, Abhronil, Roy, Kaushik
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4942786/
https://ncbi.nlm.nih.gov/pubmed/27405788
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep29545
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