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：14/0  |  提交时间：2023/12/04 AutoML  bit-pruning  deep neural networks (DNNs)  resistive random access memory (RRAM)
	QoE Assessment Model Based on Continuous Deep Learning for Video in Wireless Networks 期刊论文 IEEE TRANSACTIONS ON MOBILE COMPUTING, 2023, 卷号: 22, 期号: 6, 页码: 3619-3633 作者:  Liu, Xuewen;  Chuai, Gang;  Wang, Xin;  Xu, Zhiwei;  Gao, Weidong 收藏  |  浏览/下载：17/0  |  提交时间：2023/12/04 Quality of experience  Quality of service  Training  Data models  Wireless networks  Computational modeling  Mobile computing  Data-driven QoE assessment  continual deep learning  QoE  QoS mapping  wireless network  cascaded DNNs
	Multi-labelled proteins recognition for high-throughput microscopy images using deep convolutional neural networks 期刊论文 BMC BIOINFORMATICS, 2021, 卷号: 22, 期号: SUPPL 3, 页码: 14 作者:  Zhang, Enze;  Zhang, Boheng;  Hu, Shaohan;  Zhang, Fa;  Liu, Zhiyong;  Wan, Xiaohua 收藏  |  浏览/下载：47/0  |  提交时间：2021/12/01 Protein pattern recognition  DNNs  Multi-class and multi-label  Label imbalance  High-throughput microscopy images
	EasiEdge: A Novel Global Deep Neural Networks Pruning Method for Efficient Edge Computing 期刊论文 IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 3, 页码: 1259-1271 作者:  Yu, Fang;  Cui, Li;  Wang, Pengcheng;  Han, Chuanqi;  Huang, Ruoran;  Huang, Xi 收藏  |  浏览/下载：41/0  |  提交时间：2021/12/01 Acceleration  Internet of Things  Computational modeling  Edge computing  Sensitivity analysis  Optimization  Convex functions  Deep neural networks (DNNs)  edge computing  filter pruning  model compression and acceleration
	FCDM: A Methodology Based on Sensor Pattern Noise Fingerprinting for Fast Confidence Detection to Adversarial Attacks 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2020, 卷号: 39, 期号: 12, 页码: 4791-4804 作者:  Lan, Yazhu;  Nixon, Kent W.;  Guo, Qingli;  Zhang, Guohe;  Xu, Yuanchao;  Li, Hai;  Chen, Yiran 收藏  |  浏览/下载：49/0  |  提交时间：2021/12/01 Perturbation methods  Computational modeling  Data integrity  Detectors  Optimization  Field programmable gate arrays  Hardware  Adversarial attacks  confidence detection  deep neural networks (DNNs)  FPGA-based hardware architecture  sensor pattern noise (SPN)
	Addressing Sparsity in Deep Neural Networks 期刊论文 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2019, 卷号: 38, 期号: 10, 页码: 1858-1871 作者:  Zhou, Xuda;  Du, Zidong;  Zhang, Shijin;  Zhang, Lei;  Lan, Huiying;  Liu, Shaoli;  Li, Ling;  Guo, Qi;  Chen, Tianshi;  Chen, Yunji 收藏  |  浏览/下载：266/0  |  提交时间：2019/12/10 Accelerator  architecture  deep neural networks (DNNs)  sparsity