Spiking Neural Network (SNN) With Memristor Synapses Having Non-linear Weight Update

Among many artificial neural networks, the research on Spike Neural Network (SNN), which mimics the energy-efficient signal system in the brain, is drawing much attention. Memristor is a promising candidate as a synaptic component for hardware implementation of SNN, but several non-ideal device prop...

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Detalles Bibliográficos
Autores principales: Kim, Taeyoon, Hu, Suman, Kim, Jaewook, Kwak, Joon Young, Park, Jongkil, Lee, Suyoun, Kim, Inho, Park, Jong-Keuk, Jeong, YeonJoo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7996210/
https://www.ncbi.nlm.nih.gov/pubmed/33776676
http://dx.doi.org/10.3389/fncom.2021.646125

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