Alternative negative weight for simpler hardware implementation of synapse device based neuromorphic system

Abstract Lately, there has been a rapid increase in the use of software-based deep learning neural networks (S-DNN) for the analysis of unstructured data consumption. For implementation of the S-DNN, synapse-device-based hardware DNN (H-DNN) has been proposed as an alternative to typical Von-Neumann...

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Auteurs principaux: Geonhui Han, Chuljun Lee, Jae-Eun Lee, Jongseon Seo, Myungjun Kim, Yubin Song, Young-Ho Seo, Daeseok Lee
Format: article
Langue:EN
Publié: Nature Portfolio 2021
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Accès en ligne:https://doaj.org/article/aec75e692f634a0a90acfdf00a3e5311
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