Implementation of Convolutional Neural Networks in Memristor Crossbar Arrays with Binary Activation and Weight Quantization.

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第一作者： Jinwoo,Park

第一单位： Department of Electrical and Computer Engineering, Inha University, Incheon 22212, Korea.

作者： Jinwoo,Park ^[1] ; Sungjoon,Kim ^[2] ; Min Suk,Song ^[1] ; Sangwook,Youn ^[1] ; Kyuree,Kim ^[1] ; Tae-Hyeon,Kim ^[3] ; Hyungjin,Kim ^[4]

作者单位： Department of Electrical and Computer Engineering, Inha University, Incheon 22212, Korea. ^[1] Department of Electrical and Computer Engineering, Seoul National University, Seoul 08826, Korea. ^[2] Department of Semiconductor Engineering, Seoul National University of Science and Technology, Seoul 01811, Korea. ^[3] Division of Materials Science and Engineering, Hanyang University, Seoul 04763, Korea. ^[4]

关键词 binary activation function convolutional neural network memristor crossbar array neuromorphic computing weight quantization

DOI 10.1021/acsami.3c13775

PMID 38163259

发布时间 2024-02-12

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