Exploiting defective RRAM array as synapses of HTM spatial pooler with boost-factor adjustment scheme for defect-tolerant neuromorphic systems

A crossbar array architecture employing resistive switching memory (RRAM) as a synaptic element accelerates vector–matrix multiplication in a parallel fashion, enabling energy-efficient pattern recognition. To implement the function of the synapse in the RRAM, multilevel resistance states are requir...

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Detalles Bibliográficos
Autores principales: Woo, Jiyong, Van Nguyen, Tien, Kim, Jeong Hun, Im, Jong-Pil, Im, Solyee, Kim, Yeriaron, Min, Kyeong-Sik, Moon, Seung Eon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7367284/
https://www.ncbi.nlm.nih.gov/pubmed/32678139
http://dx.doi.org/10.1038/s41598-020-68547-5

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7367284/
https://www.ncbi.nlm.nih.gov/pubmed/32678139
http://dx.doi.org/10.1038/s41598-020-68547-5

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