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自动化研究所 [6]

重庆大学 [3]

山东大学 [3]

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湖南大学 [2]

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	Towards efficient full 8-bit integer DNN online training on resource-limited devices without batch normalization 期刊论文 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：16/0 \| 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 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：17/0 \| 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 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：4/0 \| 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 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
	Unsupervised Network Quantization via Fixed-Point Factorization 期刊论文 IEEE Transactions on Neural Networks and Learning Systems, 2020, 期号: 1, 页码: 1 作者: Wang, Peisong; He, Xiangyu; Chen, Qiang; Cheng, Anda; Liu, Qingshan 收藏 \| 浏览/下载：60/0 \| 提交时间：2020/10/20 Acceleration , compression , deep neural networks (DNNs) , fixed-point quantization , unsupervised quantization.
	OptQuant: Distributed training of neural networks with optimized quantization mechanisms 期刊论文 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：24/0 \| 提交时间：2019/12/13 Distributed machine learning Deep learning Stochastic gradient descent Gradient quantization
	Neural network-based finite-time control of quantized stochastic nonlinear systems 期刊论文 NEUROCOMPUTING, 2019, 卷号: 362, 页码: 195-202 作者: Wang, Fang; Zhang, LiLi; Zhou, Shaowei; Huang, Yuanyuan 收藏 \| 浏览/下载：7/0 \| 提交时间：2019/12/11 Adaptive neural control Square stability Finite-time control Stochastic nonlinear systems
	FPGA-Based Hybrid-Type Implementation of Quantized Neural Networks for Remote Sensing Applications. 期刊论文 Sensors (Basel, Switzerland), 2019, 卷号: Vol.19 No.4 作者: Xin Wei; Wenchao Liu; Lei Chen; Long Ma; He Chen 收藏 \| 浏览/下载：17/0 \| 提交时间：2019/12/17 FPGA convolutional neural network hybrid-type inference remote sensing symmetric quantization
	Finite Time Controller Design of Nonlinear Quantized Systems with Nonstrict Feedback Form 期刊论文 INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2019, 卷号: 17, 期号: 1, 页码: 225-233 作者: Zhang, Xueyi; Wang, Fang; Zhang, Lili 收藏 \| 浏览/下载：2/0 \| 提交时间：2019/12/11 Adaptive control finite-time control neural network quantized nonlinear systems
	Quantized CNN: A Unified Approach to Accelerate and Compress Convolutional Networks 期刊论文 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

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