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Lemem: A 179.8TFLOPS/W, 24.21TFLOPS Learning-In-Memory Processor with Layer-Fused Forward/Backward Pipeline for Edge DNN/SNN Training/Inference

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Year: 2025
Type: conference-paper
Source: IEEE Asian Solid-State Circuits Conference (A-SSCC)
DOI: 10.1109/a-sscc67472.2025.11349463
Authors: Fengshi Tian, Kunming Shao, Jiakun Zheng, Zilu Liu, Hui Wu, Zhipeng Liao, Jingyu He, Xihao Guan, Pingcheng Dong, Chaoming Fang, Ziyang Shen, Shiqi Zhao, Jie Yang, Mohamad Sawan, Chi-Ying Tsui, Kwang-Ting Tim Cheng
Institutions: Hong Kong University of Science and Technology, The Hong Kong University of Science and Technology (Guangzhou), Westlake University, Northeastern University
Language: English

Topic: Advanced Memory and Neural Computing
Subfield: Electrical and Electronic Engineering
Field: Engineering
Domain: Physical Sciences

Open Access status: closed

Funder: National Natural Science Foundation of China
OpenAlex ID: W7125982967
FWCI:
Cites: 10
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