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科研机构
北京航空航天大学 [3]
计算技术研究所 [1]
内容类型
期刊论文 [3]
会议论文 [1]
发表日期
2020 [1]
2019 [1]
2018 [2]
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Enabling Secure NVM-Based in-Memory Neural Network Computing by Sparse Fast Gradient Encryption
期刊论文
IEEE TRANSACTIONS ON COMPUTERS, 2020, 卷号: 69, 期号: 11, 页码: 1596-1610
作者:
Cai, Yi
;
Chen, Xiaoming
;
Tian, Lu
;
Wang, Yu
;
Yang, Huazhong
收藏
  |  
浏览/下载:32/0
  |  
提交时间:2020/12/10
Artificial neural networks
Nonvolatile memory
Encryption
Computational modeling
Hardware
Non-volatile memory (NVM)
compute-in-memory (CIM)
neural network
security
encryption
PXNOR-BNN: In/With Spin-Orbit Torque MRAM Preset-XNOR Operation-Based Binary Neural Networks
期刊论文
IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2019, 卷号: 27, 页码: 2668-2679
作者:
Chang, Liang
;
Ma, Xin
;
Wang, Zhaohao
;
Zhang, Youguang
;
Xie, Yuan
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/30
Nonvolatile memory
Common Information Model (computing)
Torque
Neural networks
Memory management
Convolution
Binary neural networks (BNNs)
computing-in-memory (CIM)
magnetic random access memory (MRAM)
preset
spin-orbit torque (SOT)
A Robust Dual Reference Computing-in-Memory Implementation and Design Space Exploration Within STT-MRAM
会议论文
2018 IEEE COMPUTER SOCIETY ANNUAL SYMPOSIUM ON VLSI (ISVLSI), 2018-01-01
作者:
Zhang, Liuyang
;
Kang, Wang
;
Cai, Hao
;
Ouyang, Peng
;
Torres, Lionel
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/30
Bandwidth
Computation theory
Computer circuits
Energy utilization
Integrated circuit design
Magnetic recording
Magnetic storage
Memory architecture
Random access storage
Tunnelling magnetoresistance
VLSI circuits
Computing in memory (CIM)
Design space exploration
Dynamic energy consumption
Magnetic random access memory
Memory wall
Spin transfer torque
STT-MRAM
Tunnel magnetoresistance
MRAM devices
A high-reliability and low-power computing-in-memory implementation within STT-MRAM
期刊论文
MICROELECTRONICS JOURNAL, 2018, 卷号: 81, 页码: 69-75
作者:
Zhang, Liuyang
;
Deng, Erya
;
Cai, Hao
;
Wang, You
;
Torres, Lionel
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2019/12/30
Computing-in-memory (CIM)
Nonvolatile memory (NVM)
STT-MRAM
Memory wall
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