TL-nvSRAM-CIM: Ultra-High-Density Three-Level ReRAM-Assisted Computing-in-nvSRAM with DC-Power Free Restore and Ternary MAC Operations

Author:

Wang Dengfeng1,Xu Liukai1,Liu Songyuan1,Li Zhi1,Chen Yiming2,He Weifeng1,Li Xueqing2,Sun Yanan1

Affiliation:

1. Shanghai Jiao Tong University,Department of Micro-Nano Electronics,Shanghai,China,200240

2. Tsinghua University,Department of Electronic Engineering,Beijing,China,100084

Funder

National Natural Science Foundation of China

National Key R&D Program of China

Natural Science Foundation of Shanghai

Publisher

IEEE

Reference27 articles.

1. Fundamental mechanism behind volatile and non-volatile switching in metallic conducting bridge RAM;nikhil;IEEE International Electron Devices Meeting (IEDM),2017

2. CREAM: computing in ReRAM-assisted energy and area-efficient SRAM for neural network acceleration;liukai;ACM/IEEE Design Automation ConferenceCREAM computing in ReRAM-assisted energy and area-efficient SRAM for neural network acceleration,2022

3. Compact Modeling of RRAM Devices and Its Applications in 1T1R and 1S1R Array Design

4. Energy-Efficient Nonvolatile SRAM Design Based on Resistive Switching Multi-Level Cells

5. HD-CIM: Hybrid-Device Computing-In-Memory Structure Based on MRAM and SRAM to Reduce Weight Loading Energy of Neural Networks

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