中国科学院计算技术研究所机构知识库

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	In-Situ NAS: A Plug-and-Search Neural Architecture Search Framework Across Hardware Platforms 期刊论文 IEEE TRANSACTIONS ON COMPUTERS, 2025, 卷号: 74, 期号: 9, 页码: 2856-2869 作者:  Lv, Hao;  Zhang, Lei;  Wang, Ying 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Neural architecture search  deep learning  optimization  hardware-aware  AutoML  performance evaluation  Neural architecture search  deep learning  optimization  hardware-aware  AutoML  performance evaluation
	Improving DNN Accuracy on MLC PIM via Non-Ideal PIM Device Fine-Tuning 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 6, 页码: 2277-2286 作者:  Lv, Hao;  Zhang, Lei;  Wang, Ying 收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03 Closed box  Accuracy  Computational modeling  Programming  Training  Optimization  Computer architecture  Semiconductor device modeling  Energy efficiency  Artificial neural networks  Black-box  multilevel cell (MLC) resistive random access memory (RRAM)  model fine-tuning  processing-in-memory (PIM)
	A Task-Adaptive In-Situ ReRAM Computing for Graph Convolutional Networks 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2024, 卷号: 43, 期号: 9, 页码: 2635-2646 作者:  He, Yintao;  Li, Bing;  Wang, Ying;  Liu, Cheng;  Li, Huawei;  Li, Xiaowei 收藏  |  浏览/下载：67/0  |  提交时间：2024/12/06 Task analysis  Sparse matrices  Convolution  Convolutional neural networks  Design automation  Neural networks  Integrated circuits  Graph convolutional network  hardware acceleration  processing-in-memory
	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：44/0  |  提交时间：2023/12/04 AI accelerators  neural networks (NNs)  NN compression
	Variation Enhanced Attacks Against RRAM-Based Neuromorphic Computing System 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 5, 页码: 1588-1596 作者:  Lv, Hao;  Li, Bing;  Zhang, Lei;  Liu, Cheng;  Wang, Ying 收藏  |  浏览/下载：48/0  |  提交时间：2023/12/04 Security  Hardware  Neuromorphic engineering  Computational modeling  Circuit faults  Resistance  Immune system  Adversarial attack  fault injection attack  neuromorphic computing system (NCS)  processing in memory  reliability  resistive memory