面向深度神经网络加速的高能效RRAM存内计算芯片技术研究
61904197
2019
F0402.集成电路设计
窦春萌
青年科学基金项目
研究员
中国科学院微电子研究所
23万元
跨层次协同设计;神经形态芯片;阻变存储器;存内计算
2020-01-01到2022-12-31
- 中英文摘要
- 结题摘要
- 结题报告
- 项目成果
- 项目参与人
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| 序号 | 标题 | 类型 | 作者 |
|---|---|---|---|
| 1 | A 28nm Hybrid 2T1R RRAM Computing-in-Memory Macro for Energy-efficient AI Edge Inference | 会议论文 | Wang Ye;Chunmeng Dou;Linfang Wang;Zhidao Zhou;Junjie An;Weizeng Li;Hanghang Gao;Xiaoxin Xu;Jinshan Yue;Jianguo Yang;Jing Liu;Dashan Shang;Jinghui Tian;Qi Liu;Ming Liu |
| 2 | Sparsity-Aware Clamping Readout Scheme for High Parallelism and Low Power Nonvolatile Computing-in-Memory based on Resistive Memory | 会议论文 | Linfang Wang;Wang Ye;Junjie An;Chunmeng Dou;Qi Liu;Meng-Fan Chang;Ming Liu |
| 3 | Efficient and Robust Nonvolatile Computing-In-Memory based on Voltage Division in 2T2R RRAM with Input-Dependent Sensing Control | 期刊论文 | Linfang Wang;Ye Wang;Chunmeng Dou;Xin Si;Xiaoxin Xu;Jing Liu;Dashan Shang;Jianfeng Gao;Feng Zhang;Yongpan Liu;Meng-Fan Chang;Qi Liu |
| 4 | A 4T2R RRAM Bit Cell for Highly Parallel Ternary Content Addressable Memory | 期刊论文 | Wang Xuehong;Wang Linfang;Wang Ye;An Junjie;Dou Chunmeng;Wu Zuheng;Zhang Xumeng;Liu Jing;Zhang Chenggao;Yao Zhihong;Yu Zhaoan;Shi Tuo;Chen Chixiao;Jiang Xiping;Chang Meng-Fan;Liu Qi |
| 5 | 基于电阻分压读取的阻变型存储单元 | 专利 | 窦春萌;刘璟;刘琦;刘明 |
| 6 | A 14nm 100Kb 2T1R Transpose RRAM with >150X resistance ratio enhancement and 27.95% reduction on energy-latency product using low-power near threshold read operation and fast data-line current stabling scheme | 会议论文 | Linfang Wang;Wang Ye;Jinru Lai;Jianguo Yang;Xin Si;Changxing Huo;Chunmeng Dou;Xiaoxin Xu;Qi Liu;Dashan Shang;Feng Zhang;Hangbing Lv;Meng-Fan Chang;Hiroshi Iwai;Ming Liu |
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