HAWIS: Hardware-Aware Automated WIdth Search for Accurate, Energy-Efficient and Robust Binary Neural Network on ReRAM Dot-Product Engine

Author:

Tang Qidong1,He Zhezhi1,Liu Fangxin1,Wang Zongwu1,Zhou Yiyuan1,Zhang Yinghuan2,Jiang Li1

Affiliation:

1. Shanghai Jiao Tong University,Shanghai,China

2. Shanghai Qi Zhi Institute,Shanghai,China

Funder

National Natural Science Foundation of China

National Key Research and Development Program of China

Publisher

IEEE

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A 22-pJ/spike 73-Mspikes/s 130k-compartment neural array transceiver with conductance-based synaptic and membrane dynamics;Frontiers in Neuroscience;2023-08-28

2. LAXOR: A Bit-Accurate BNN Accelerator with Latch-XOR Logic for Local Computing;2023 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED);2023-08-07

3. High Dynamic Range Digital Neuron Core With Time-Embedded Floating-Point Arithmetic;IEEE Transactions on Circuits and Systems I: Regular Papers;2023-01

4. SwitchX : Gmin-Gmax Switching for Energy-Efficient and Robust Implementation of Binarized Neural Networks on ReRAM Xbars;ACM Transactions on Design Automation of Electronic Systems;2022-12-12

5. Cross-layer Designs against Non-ideal Effects in ReRAM-based Processing-in-Memory System;2022 23rd International Symposium on Quality Electronic Design (ISQED);2022-04-06

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