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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)  
A combination predicting methodology based on T-LSTNet_Markov for short-term wind power prediction 期刊论文
NETWORK-COMPUTATION IN NEURAL SYSTEMS, 2023, 页码: 23
作者:  Wang, Yongsheng;  Wu, Yuhao;  Xu, Hao;  Chen, Zhen;  Gao, Jing;  Xu, ZhiWei;  Li, Leixiao
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Wind power forecast  T-LSTNet_markov model  Deep learning  Time series analysis  
Immunohistochemical HER2 Recognition and Analysis of Breast Cancer Based on Deep Learning 期刊论文
DIAGNOSTICS, 2023, 卷号: 13, 期号: 2, 页码: 14
作者:  Che, Yuxuan;  Ren, Fei;  Zhang, Xueyuan;  Cui, Li;  Wu, Huanwen;  Zhao, Ze
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
breast cancer  HER2  IHC  whole-slide image  deep learning  
AD-YOLOv5s based UAV detection for low altitude security 期刊论文
INTERNATIONAL JOURNAL OF MICRO AIR VEHICLES, 2023, 卷号: 15, 页码: 19
作者:  Shang, Yuanfeng;  Liu, Chang;  Qiu, Dawei;  Zhao, Zixu;  Wu, Ruikang;  Tang, Shuyuan
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
Low Altitude Security  object detection  embedded deployment  deep learning  UAV  
A Framework for Neural Network Architecture and Compile Co-optimization 期刊论文
ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, 2023, 卷号: 22, 期号: 1, 页码: 24
作者:  Chen, Weiwei;  Wang, Ying;  Xu, Ying;  Gao, Chengsi;  Liu, Cheng;  Zhang, Lei
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
DNN-scheduling Co-design  hardware-aware neural architecture search  compiler optimization  
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：13/0  |  提交时间：2023/07/12
road extraction  remote sensing  high-resolution remote sensing  semantic segmentation  transformer  
A Hierarchical Spatial-Temporal Embedding Method Based on Enhanced Trajectory Features for Ship Type Classification 期刊论文
SENSORS, 2022, 卷号: 22, 期号: 3, 页码: 16
作者:  Sun, Tao;  Xu, Yongjun;  Zhang, Zhao;  Wu, Lin;  Wang, Fei
收藏  |  浏览/下载：18/0  |  提交时间：2022/12/07
ship classification  spatial-temporal embedding  feature enhancement  deep learning  attention  
Tactile-Based Fabric Defect Detection Using Convolutional Neural Network With Attention Mechanism 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 9
作者:  Bin Fang;  Long, Xingming;  Sun, Fuchun;  Liu, Huaping;  Zhang, Shixin;  Fang, Cheng
收藏  |  浏览/下载：22/0  |  提交时间：2022/12/07
Fabrics  Feature extraction  Frequency-domain analysis  Tactile sensors  Cameras  Visualization  Sensors  Attention mechanism  defect detection  vision-based tactile sensor  
Design and Analysis of Energy-Efficient Dynamic Range Approximate Logarithmic Multipliers for Machine Learning 期刊论文
IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, 2021, 卷号: 6, 期号: 4, 页码: 612-625
作者:  Yin, Peipei;  Wang, Chenghua;  Waris, Haroon;  Liu, Weiqiang;  Han, Yinhe;  Lombardi, Fabrizio
收藏  |  浏览/下载：27/0  |  提交时间：2022/06/21
Adders  Dynamic range  Machine learning  Handwriting recognition  Power demand  Approximate computing  Heuristic algorithms  Approximate computing  logarithmic multiplier  operand truncation  low power  
Cross-domain activity recognition via substructural optimal transport 期刊论文
NEUROCOMPUTING, 2021, 卷号: 454, 页码: 65-75
作者:  Lu, Wang;  Chen, Yiqiang;  Wang, Jindong;  Qin, Xin
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
Ubiquitous computing  Transfer learning  Domain adaptation  Optimal transport  Clustering