Neural Network Training With Asymmetric Crosspoint Elements

Analog crossbar arrays comprising programmable non-volatile resistors are under intense investigation for acceleration of deep neural network training. However, the ubiquitous asymmetric conductance modulation of practical resistive devices critically degrades the classification performance of netwo...

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Detalles Bibliográficos
Autores principales: Onen, Murat, Gokmen, Tayfun, Todorov, Teodor K., Nowicki, Tomasz, del Alamo, Jesús A., Rozen, John, Haensch, Wilfried, Kim, Seyoung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Artificial Intelligence
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9124763/
https://www.ncbi.nlm.nih.gov/pubmed/35615470
http://dx.doi.org/10.3389/frai.2022.891624

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9124763/
https://www.ncbi.nlm.nih.gov/pubmed/35615470
http://dx.doi.org/10.3389/frai.2022.891624

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