中国科学院计算技术研究所机构知识库

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	A Coordinated Model Pruning and Mapping Framework for RRAM-Based DNN Accelerators 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 7, 页码: 2364-2376 作者:  Qu, Songyun;  Li, Bing;  Zhao, Shixin;  Zhang, Lei;  Wang, Ying 收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04 AutoML  bit-pruning  deep neural networks (DNNs)  resistive random access memory (RRAM)
	Accelerating Deformable Convolution Networks with Dynamic and Irregular Memory Accesses 期刊论文 ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS, 2023, 卷号: 28, 期号: 4, 页码: 23 作者:  Chu, Cheng;  Liu, Cheng;  Xu, Dawen;  Wang, Ying;  Luo, Tao;  Li, Huawei;  Li, Xiaowei 收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04 Deformable convolution network  neural network accelerator  irregular memory access  runtime tile scheduling
	DyPipe: A Holistic Approach to Accelerating Dynamic Neural Networks with Dynamic Pipelining 期刊论文 JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2023, 卷号: 38, 期号: 4, 页码: 899-910 作者:  Zhuang, Yi-Min;  Hu, Xing;  Chen, Xiao-Bing;  Zhi, Tian 收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20 dynamic neural network (NN)  deep neural network (DNN) accelerator  dynamic pipelining
	Network Pruning for Bit-Serial Accelerators 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 5, 页码: 1597-1609 作者:  Zhao, Xiandong;  Wang, Ying;  Liu, Cheng;  Shi, Cong;  Tu, Kaijie;  Zhang, Lei 收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04 AI accelerators  neural networks (NNs)  NN compression
	On-Line Fault Protection for ReRAM-Based Neural Networks 期刊论文 IEEE TRANSACTIONS ON COMPUTERS, 2023, 卷号: 72, 期号: 2, 页码: 423-437 作者:  Li, Wen;  Wang, Ying;  Liu, Cheng;  He, Yintao;  Liu, Lian;  Li, Huawei;  Li, Xiaowei 收藏  |  浏览/下载：14/0  |  提交时间：2023/07/12 Training  Fault detection  Computational modeling  Image edge detection  Memristors  Neural networks  Kernel  Deep neural network  hard fault  ReRAM  reliability  soft fault
	BitXpro: Regularity-Aware Hardware Runtime Pruning for Deep Neural Networks 期刊论文 IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2023, 卷号: 31, 期号: 1, 页码: 90-103 作者:  Li, Hongyan;  Lu, Hang;  Wang, Haoxuan;  Deng, Shengji;  Li, Xiaowei 收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12 Deep learning accelerator  deep neural network (DNN)  hardware runtime pruning
	Optimus: An Operator Fusion Framework for Deep Neural Networks 期刊论文 ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 2023, 卷号: 22, 期号: 1, 页码: 26 作者:  Cai, Xuyi;  Wang, Ying;  Zhang, Lei 收藏  |  浏览/下载：15/0  |  提交时间：2023/07/12 Neural network  embedded processor  memory  layer fusion
	面向高能效加速器的二值化神经网络设计和训练方法 期刊论文 计算机辅助设计与图形学学报, 2023, 卷号: 35, 期号: 6, 页码: 961 作者:  李佳骏;  许浩博;  王郁杰;  肖航;  王颖;  韩银和;  李晓维 收藏  |  浏览/下载：2/0  |  提交时间：2024/05/20 binarized neural networks  deep learning  model training  neural network accelerators  二值化神经网络  深度学习  模型训练  神经网络加速器
	Multi-Node Acceleration for Large-Scale GCNs 期刊论文 IEEE TRANSACTIONS ON COMPUTERS, 2022, 卷号: 71, 期号: 12, 页码: 3140-3152 作者:  Sun, Gongjian;  Yan, Mingyu;  Wang, Duo;  Li, Han;  Li, Wenming;  Ye, Xiaochun;  Fan, Dongrui;  Xie, Yuan 收藏  |  浏览/下载：24/0  |  提交时间：2023/07/12 Deep learning  graph neural network  hardware accelerator  multi-node system  communication optimization
	Re-FeMAT: A Reconfigurable Multifunctional FeFET-Based Memory Architecture 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 11, 页码: 5071-5084 作者:  Zhang, Xiaoyu;  Liu, Rui;  Song, Tao;  Yang, Yuxin;  Han, Yinhe;  Chen, Xiaoming 收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12 Convolutional neural network (CNN)  ferroelectric field-effect transistor (FeFET)  few-shot learning  in-memory processing  ternary content-addressable memory (TCAM)