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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:33/0  |  提交时间:2023/07/12
Deep learning  graph neural network  hardware accelerator  multi-node system  communication optimization  
Dadu-SV: Accelerate Stereo Vision Processing on NPU 期刊论文
IEEE EMBEDDED SYSTEMS LETTERS, 2022, 卷号: 14, 期号: 4, 页码: 191-194
作者:  Min, Feng;  Wang, Ying;  Xu, Haobo;  Huang, Junpei;  Wang, Yujie;  Zou, Xingqi;  Lu, Meixuan;  Han, Yinhe
收藏  |  浏览/下载:19/0  |  提交时间:2023/07/12
Hardware acceleration  neural computing  neural processing unit (NPU)  semiglobal matching (SGM)  stereo vision  
Amphis: Managing Reconfigurable Processor Architectures With Generative Adversarial Learning 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2022, 卷号: 41, 期号: 11, 页码: 3993-4003
作者:  Chen, Weiwei;  Wang, Ying;  Xu, Ying;  Gao, Chengsi;  Han, Yinhe;  Zhang, Lei
收藏  |  浏览/下载:19/0  |  提交时间:2023/07/12
Resource management  Predictive models  Runtime  Generators  Generative adversarial networks  Computational modeling  Training  Design space exploration  generative adversarial network (GAN)  reconfigurable processor  
BgNet: Classification of benign and malignant tumors with MRI multi-plane attention learning 期刊论文
FRONTIERS IN ONCOLOGY, 2022, 卷号: 12, 页码: 12
作者:  Liu, Hong;  Jiao, Meng-Lei;  Xing, Xiao-Ying;  Ou-Yang, Han-Qiang;  Yuan, Yuan;  Liu, Jian-Fang;  Li, Yuan;  Wang, Chun-Jie;  Lang, Ning;  Qian, Yue-Liang;  Jiang, Liang;  Yuan, Hui-Shu;  Wang, Xiang-Dong
收藏  |  浏览/下载:23/0  |  提交时间:2023/07/12
tumor classification  deep learning  multi-plane fusion  benign  malignant  
Complex Mountain Road Extraction in High-Resolution Remote Sensing Images via a Light Roadformer and a New Benchmark 期刊论文
REMOTE SENSING, 2022, 卷号: 14, 期号: 19, 页码: 16
作者:  Zhang, Xinyu;  Jiang, Yu;  Wang, Lizhe;  Han, Wei;  Feng, Ruyi;  Fan, Runyu;  Wang, Sheng
收藏  |  浏览/下载:19/0  |  提交时间:2023/07/12
road extraction  remote sensing  high-resolution remote sensing  semantic segmentation  transformer  
Fast and High-Accuracy Approximate MAC Unit Design for CNN Computing 期刊论文
IEEE EMBEDDED SYSTEMS LETTERS, 2022, 卷号: 14, 期号: 3, 页码: 155-158
作者:  Xiao, Hang;  Xu, Haobo;  Chen, Xiaoming;  Wang, Yujie;  Han, Yinhe
收藏  |  浏览/下载:36/0  |  提交时间:2022/12/07
Approximate computing  convolution neural network  multiply and accumulate (MAC)  
Microbiome Resilience and Health Implications for People in Half-Year Travel 期刊论文
FRONTIERS IN IMMUNOLOGY, 2022, 卷号: 13, 页码: 15
作者:  Cheng, Mingyue;  Liu, Hong;  Han, Maozhen;  Li, Shuai Cheng;  Bu, Dongbo;  Sun, Shiwei;  Hu, Zhiqiang;  Yang, Pengshuo;  Wang, Rui;  Liu, Yawen;  Chen, Feng;  Peng, Jianjun;  Peng, Hong;  Song, Hongxing;  Xia, Yang;  Chu, Liqun;  Zhou, Quan;  Guan, Feng;  Wu, Jing;  Tan, Guangming;  Ning, Kang
收藏  |  浏览/下载:35/0  |  提交时间:2022/12/07
travel  enterotype  microbiome  bi-directional plasticity  resilience  dietary shift  immunity  health  
LINAC: A Spatially Linear Accelerator for Convolutional Neural Networks 期刊论文
IEEE COMPUTER ARCHITECTURE LETTERS, 2022, 卷号: 21, 期号: 1, 页码: 29-32
作者:  Xiao, Hang;  Xu, Haobo;  Wang, Ying;  Wang, Yujie;  Han, Yinhe
收藏  |  浏览/下载:27/0  |  提交时间:2022/12/07
Linear particle accelerator  Correlation  Kernel  Convolution  Linear regression  System-on-chip  Quantization (signal)  Neural network  acceleration  convolution  linear regression  bit-sparsity