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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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Detalles Bibliográficos
Autores principales: Srinivasan, Gopalakrishnan, Sengupta, Abhronil, Roy, Kaushik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4942786/
https://www.ncbi.nlm.nih.gov/pubmed/27405788
http://dx.doi.org/10.1038/srep29545

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