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Optimization-Based Post-Training Quantization With Bit-Split and Stitching 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 2, 页码: 2119-2135
作者:  Wang, Peisong;  Chen, Weihan;  He, Xiangyu;  Chen, Qiang;  Liu, Qingshan;  Cheng, Jian
Adobe PDF(921Kb)  |  收藏  |  浏览/下载：180/53  |  提交时间：2023/03/20
Deep neural networks  compression  quantization  post-training quantization  
Toward Accurate Binarized Neural Networks With Sparsity for Mobile Application 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 13
作者:  Wang, Peisong;  He, Xiangyu;  Cheng, Jian
收藏  |  浏览/下载：234/0  |  提交时间：2022/07/25
Quantization (signal)  Deep learning  Convolution  Training  Biological neural networks  Optimization  Neurons  Acceleration  binarized neural networks (BNNs)  compression  fixed-point quantization  
An Efficient Sampling-Based Attention Network for Semantic Segmentation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 2850-2863
作者:  He, Xingjian;  Liu, Jing;  Wang, Weining;  Lu, Hanqing
Adobe PDF(3252Kb)  |  收藏  |  浏览/下载：366/77  |  提交时间：2022/06/10
Stochastic processes  Sampling methods  Semantics  Image segmentation  Computational complexity  Pattern recognition  Convolution  Semantic segmentation  stochastic sampling-based attention  deterministic sampling-based attention  
Time-Distributed Attention Network for EEG-Based Motor Imagery Decoding From the Same Limb 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2022, 卷号: 30, 页码: 496-508
作者:  Ma, Xuelin;  Qiu, Shuang;  He, Huiguang
收藏  |  浏览/下载：203/0  |  提交时间：2022/06/06
Attention mechanism  electroencephalography (EEG)  fine motor imagery  same limb  
ECBC: Efficient Convolution via Blocked Columnizing 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:  Zhao, Tianli;  Hu, Qinghao;  He, Xiangyu;  Xu, Weixiang;  Wang, Jiaxing;  Leng, Cong;  Cheng, Jian
Adobe PDF(3003Kb)  |  收藏  |  浏览/下载：296/33  |  提交时间：2022/01/27
Convolution  Tensors  Layout  Memory management  Indexes  Transforms  Performance evaluation  Convolutional neural networks (CNNs)  direct convolution  high performance computing for mobile devices  im2col convolution  memory-efficient convolution (MEC)  
Image-to-Images Translation for Multiple Virtual Histological Staining of Unlabeled Human Carotid Atherosclerotic Tissue 期刊论文
MOLECULAR IMAGING AND BIOLOGY, 2021, 页码: 11
作者:  Zhang, Guanghao;  Ning, Bin;  Hui, Hui;  Yu, Tengfei;  Yang, Xin;  Zhang, Hongxia;  Tian, Jie;  He, Wen
收藏  |  浏览/下载：273/0  |  提交时间：2021/12/28
Multiple virtual histological staining  Pix2pix network  Human carotid atheroma  Blind evaluation  Bright-field microscopic imaging  
Ferritin nanocages for early theranostics of tumors via inflammation-enhanced active targeting 期刊论文
SCIENCE CHINA-LIFE SCIENCES, 2021, 页码: 13
作者:  Jiang, Bing;  Jia, Xiaohua;  Ji, Tianjiao;  Zhou, Meng;  He, Jiuyang;  Wang, Kun;  Tian, Jie;  Yan, Xiyun;  Fan, Kelong
收藏  |  浏览/下载：251/0  |  提交时间：2021/11/03
ferritin nanocage  early theranostics  tumor-associated inflammation  multimodality tumor imaging  drug delivery  
Deep Learning With Data Enhancement for the Differentiation of Solitary and Multiple Cerebral Glioblastoma, Lymphoma, and Tumefactive Demyelinating Lesion 期刊论文
FRONTIERS IN ONCOLOGY, 2021, 卷号: 11, 页码: 9
作者:  Zhang, Yu;  Liang, Kewei;  He, Jiaqi;  Ma, He;  Chen, Hongyan;  Zheng, Fei;  Zhang, Lingling;  Wang, Xinsheng;  Ma, Xibo;  Chen, Xuzhu
收藏  |  浏览/下载：238/0  |  提交时间：2021/11/03
glioblastoma  lymphoma  tumefactive demyelination  differential diagnosis  deep learning  
Multi-Objective Aerodynamic Design Optimisation Method of Fuel Cell Centrifugal Impeller Using Modified NSGA-II Algorithm 期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 16, 页码: 22
作者:  Liu, Jisheng;  Li, Wei;  Liu, Manxian;  He, Ketai;  Wang, Yesong;  Fang, Pengcheng
收藏  |  浏览/下载：194/0  |  提交时间：2021/11/03
multi-objective aerodynamic optimisation  centrifugal impeller  DNSGA  spatial density  
Detecting Residual Awareness in Patients With Prolonged Disorders of Consciousness: An fNIRS Study 期刊论文
FRONTIERS IN NEUROLOGY, 2021, 卷号: 12, 页码: 10
作者:  Li, Meng;  Yang, Yi;  Zhang, Yujin;  Gao, Yuhang;  Jing, Rixing;  Dang, Yuanyuan;  Chen, Xueling;  He, Jianghong;  Si, Juanning
收藏  |  浏览/下载：257/0  |  提交时间：2021/11/02
disorders of consciousness  functional near-infrared spectroscopy  motor imagery  support vector machine  minimally consciousness state