中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
自动化研究所 [8]
计算技术研究所 [2]
数学与系统科学研究院 [1]
声学研究所 [1]
半导体研究所 [1]
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OAI收割 [12]
iSwitch采集 [1]
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期刊论文 [10]
会议论文 [3]
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2023 [1]
2022 [3]
2020 [1]
2019 [1]
2018 [2]
2017 [1]
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PSAQ-ViT V2: Toward Accurate and General Data-Free Quantization for Vision Transformers
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 12
作者:
Li, Zhikai
;
Chen, Mengjuan
  |  
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/11/17
Data-free quantization
model compression
patch similarity
quantized vision transformers (ViTs)
Towards efficient full 8-bit integer DNN online training on resource-limited devices without batch normalization
期刊论文
OAI收割
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 175-186
作者:
Yang, Yukuan
;
Chi, Xiaowei
;
Deng, Lei
;
Yan, Tianyi
;
Gao, Feng
  |  
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2022/11/21
Full 8-bit quantization
Network without batch normalization
Small batch
Online training
Resource-limited devices
Dual-discriminator adversarial framework for data-free quantization
期刊论文
OAI收割
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 67-77
作者:
Li, Zhikai
;
Ma, Liping
;
Long, Xianlei
;
Xiao, Junrui
;
Gu, Qingyi
  |  
收藏
  |  
浏览/下载:27/0
  |  
提交时间:2022/11/21
Model compression
Quantized neural networks
Data-free quantization
Improving Extreme Low-bit Quantization with Soft Threshold
期刊论文
OAI收割
IEEE Transactions on Circuits and Systems for Video Technology, 2022, 页码: 1549 - 1563
作者:
Xu WX(许伟翔)
;
Wang PS(王培松)
;
Cheng J(程健)
  |  
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2023/06/20
Enabling Secure NVM-Based in-Memory Neural Network Computing by Sparse Fast Gradient Encryption
期刊论文
OAI收割
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:40/0
  |  
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
OptQuant: Distributed training of neural networks with optimized quantization mechanisms
期刊论文
OAI收割
NEUROCOMPUTING, 2019, 卷号: 340, 页码: 233-244
作者:
He, Li
;
Zheng, Shuxin
;
Chen, Wei
;
Ma, Zhi-Ming
;
Liu, Tie-Yan
  |  
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2019/12/13
Distributed machine learning
Deep learning
Stochastic gradient descent
Gradient quantization
Quantized CNN: A Unified Approach to Accelerate and Compress Convolutional Networks
期刊论文
OAI收割
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 10, 页码: 4730-4743
作者:
Cheng, Jian
;
Wu, Jiaxiang
;
Leng, Cong
;
Wang, Yuhang
;
Hu, Qinghao
  |  
收藏
  |  
浏览/下载:230/0
  |  
提交时间:2019/12/16
Acceleration And Compression
Convolutional Neural Network (Cnn)
Mobile Devices
Product Quantization
Two-Step Quantization for Low-bit Neural Networks
会议论文
OAI收割
Salt Lake City, 2018.06.18-2018.06.22
作者:
Wang, Peisong
;
Hu, Qinghao
;
Zhang, Yifan
;
Zhang, Chunjie
;
Liu, Yang
  |  
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2018/05/05
Convolutional Neural Networks
Network Quantization
Ternary Quantization
Balanced Quantization: An Effective and Efficient Approach to Quantized Neural Networks
期刊论文
OAI收割
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2017, 卷号: 32, 期号: 4, 页码: 667-682
作者:
Zhou, Shu-Chang
;
Wang, Yu-Zhi
;
Wen, He
;
He, Qin-Yao
;
Zou, Yu-Heng
  |  
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2019/12/12
quantized neural network
percentile
histogram equalization
uniform quantization
Quantized Convolutional Neural Networks for Mobile Devices
会议论文
OAI收割
Las Vegas, U.S., 2016-6
作者:
Wu JX(吴家祥)
;
Leng C(冷聪)
;
Wang YH(王宇航)
;
Hu QH(胡庆浩)
;
Cheng J(程健)
  |  
收藏
  |  
浏览/下载:44/0
  |  
提交时间:2017/07/16