基于自旋存内计算架构的大规模图计算加速技术研究
62004011
2020
F0402.集成电路设计
王雪岩
青年科学基金项目
讲师
北京航空航天大学
24万元
自旋电子技术;图计算加速;存内计算架构;算存一体化器件;新功能芯片
2021-01-01到2023-12-31
- 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 | THE-V: Verifiable Privacy-Preserving Neural Network via Trusted Homomorphic Execution | 会议论文 | Yuntao Wei;Xueyan Wang;Song Bian;Weisheng Zhao;Yier Jin |
| 2 | 面向自旋存内计算架构的图算法优化设计 | 期刊论文 | 王雪岩;陈序航;贾小涛;杨建磊;屈钢;赵巍胜 |
| 3 | An RRAM-Based Computing-in-Memory Architecture and Its Application in Accelerating Transformer Inference | 期刊论文 | Zhaojun Lu;Xueyan Wang;Md Tanvir Arafin;Haoxiang Yang;Zhenglin Liu;Jiliang Zhang;Gang Qu |
| 4 | Accelerating Graph Connected Component Computation with Emerging Processing-In-Memory Architecture | 期刊论文 | Chen Xuhang;Wang Xueyan;Jia Xiaotao;Yang Jianlei;Qu Gang;Zhao Weisheng |
| 5 | CiM-BNN:Computing-in-MRAM Architecture for Stochastic Computing based Bayesian Neural Network | 期刊论文 | Guiyi Gu;Xiaotao Jia;Yuhao Liu;Jianlei Yang;Xueyan Wang;Youguang Zhang;Sorin Dan Cotofana;Weisheng Zhao |
| 6 | NAND-SPIN-Based Processing-in-MRAM Architecture for Convolutional Neural Network Acceleration | 期刊论文 | Yinglin ZHAO;Jianlei YANG;Bing LI;Xingzhou CHENG;Xucheng YE;Xueyan WANG;Xiaotao JIA;Zhaohao WANG;Youguang ZHANG;Weisheng ZHAO |
| 7 | An Energy-Efficient Bayesian Neural Network Implementation Using Stochastic Computing Method | 期刊论文 | Xiaotao Jia;Huiyi Gu;Yuhao Liu;Jianlei Yang;Xueyan Wang;Weitao Pan;Youguang Zhang;Sorin Cotofana;Weisheng Zhao |
| 8 | IMGA: Efficient In-Memory Graph Convolution Network Aggregation With Data Flow Optimizations | 期刊论文 | Yuntao Wei;Xueyan Wang;Shangtong Zhang;Jianlei Yang;Xiaotao Jia;Zhaohao Wang;Gang Qu;Weisheng Zhao |
| 9 | Triangle Counting Accelerations: From Algorithm to In-Memory Computing Architecture | 期刊论文 | Wang Xueyan;Yang Jianlei;Zhao Yinglin;Jia Xiaotao;Yin Rong;Chen Xuhang;Qu Gang;Zhao Weisheng |
| 10 | DDC-PIM: Efficient Algorithm/Architecture Co-design for Doubling Data Capacity of SRAM-Based Processing-In-Memory | 期刊论文 | Cenlin Duan;Jianlei Yang;Xiaolin He;Yingjie Qi;Yikun Wang;Yiou Wang;Ziyan He;Bonan Yan;Xueyan Wang;Xiaotao Jia;Weitao Pan;Weisheng Zhao |
| 11 | Reconfigurable and Dynamically Transformable In-Cache-MPUF System With True Randomness Based on the SOT-MRAM | 期刊论文 | Zhengyi Hou;Zhaohao Wang;Chao Wang;Min Wang;You Wang;Xueyan Wang;Cenlin Duan;Jianlei Yang |
| 12 | Toward Energy-Efficient Sparse Matrix-Vector Multiplication with near STT-MRAM Computing Architecture | 会议论文 | Yueting Li;He Zhang;Xueyan Wang;Hao Cai;Yundong Zhang;Shuqin Lv;Renguang Liu;Weisheng Zhao |
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