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A RISC-V Extended Infrastructure for CNNs Through Pipelined Computing and Data Dependence Optimization 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2025, 卷号: 44, 期号: 11, 页码: 4141-4154
作者:  Luo, Teng;  Xia, Tengfei;  Chen, Jiayuan;  Fan, Zhihua;  Li, Wenming;  Mu, Yudong;  An, Xuejun;  Ye, Xiaochun;  Fan, Dongrui
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Artificial intelligence  Convolution  Convolutional neural networks  Computer architecture  Computational efficiency  Pipelines  Logic  Filters  Fans  Biological system modeling  Convolutional neural networks (CNNs) acceleration  dataflow optimization  pipelined computing  RISC-V extended instructions  
A 36 mJ/Inf Convolution Accelerator With Reduced Memory Access and Regrouped Sparse Kernels for Environment Sound Classification on Edge Devices 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2025, 卷号: 72, 期号: 9, 页码: 1258-1262
作者:  Feng, Lichen;  Wang, Tao;  Cai, Rundong;  Min, Feng;  Zhu, Zhangming
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Accuracy  Convolution  Kernel  Computational modeling  Shape  Feature extraction  Timing  Frequency modulation  Power demand  Pipelines  Convolution accelerator  depthwise separable pipeline  environment sound classification  sparse kernel  
Modeling Multi-Granularity Context Information Flow for Pavement Crack Detection 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2025, 卷号: 26, 期号: 7, 页码: 9165-9174
作者:  Pang, Junbiao;  Xiong, Baocheng;  Wu, Jiaqi;  Huang, Qingming
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Feature extraction  Semantics  Heating systems  Context modeling  Noise  Convolution  Asphalt  Semantic segmentation  YOLO  Training  Crack detection  context information  multi-scale  spatial structure  
Utilizing GCN-Based Deep Learning for Road Extraction from Remote Sensing Images 期刊论文
SENSORS, 2025, 卷号: 25, 期号: 13, 页码: 27
作者:  Jiang, Yu;  Zhao, Jiasen;  Luo, Wei;  Guo, Bincheng;  An, Zhulin;  Xu, Yongjun
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
depthwise separable convolution  graph convolution  road extraction  smart cities  gradient operator  graph reasoning  
REFOL: Resource-Efficient Federated Online Learning for Traffic Flow Forecasting 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 16
作者:  Liu, Qingxiang;  Sun, Sheng;  Liang, Yuxuan;  Xu, Xiaolong;  Liu, Min;  Bilal, Muhammad;  Wang, Yuwei;  Li, Xujing;  Zheng, Yu
收藏  |  浏览/下载：16/0  |  提交时间：2025/06/25
Predictive models  Concept drift  Correlation  Forecasting  Computational modeling  Data models  Optimization  Adaptation models  Urban areas  Training  Traffic flow forecasting  federated learning  concept drift  online learning  graph convolution  
Temporal Knowledge Graph Reasoning With Dynamic Memory Enhancement 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 卷号: 36, 期号: 11, 页码: 7115-7128
作者:  Zhang, Fuwei;  Zhang, Zhao;  Zhuang, Fuzhen;  Zhao, Yu;  Wang, Deqing;  Zheng, Hongwei
收藏  |  浏览/下载：17/0  |  提交时间：2025/06/25
Cognition  Knowledge graphs  Task analysis  History  Convolution  Biological system modeling  Semantics  Temporal knowledge graph (TKG)  memory pool  temporal knowledge graph reasoning  
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  
DMGSTCN: Dynamic Multigraph Spatio-Temporal Convolution Network for Traffic Forecasting 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: 11, 期号: 12, 页码: 22208-22219
作者:  Qin, Yanjun;  Tao, Xiaoming;  Fang, Yuchen;  Luo, Haiyong;  Zhao, Fang;  Wang, Chenxing
收藏  |  浏览/下载：34/0  |  提交时间：2024/12/06
Time series analysis  Convolution  Forecasting  Correlation  Task analysis  Roads  Predictive models  Graph convolution network (GCN)  spatial-temporal data  traffic forecasting  
Computer-based facial recognition as an assisting diagnostic tool to identify children with Noonan syndrome 期刊论文
BMC PEDIATRICS, 2024, 卷号: 24, 期号: 1, 页码: 9
作者:  Huang, Yulu;  Sun, Haomiao;  Chen, Qinchang;  Shen, Junjun;  Han, Jin;  Shan, Shiguang;  Wang, Shushui
收藏  |  浏览/下载：40/0  |  提交时间：2024/12/06
Noonan syndrome  Genetic syndrome  Convolution neural network  Facial recognition  Batch normalization  
Predicting Vessel Trajectories Using ASTGCN with StemGNN-Derived Correlation Matrix 期刊论文
APPLIED SCIENCES-BASEL, 2024, 卷号: 14, 期号: 10, 页码: 20
作者:  Zhang, Ran;  Chen, Xiaohui;  Ye, Lin;  Yu, Wentao;  Zhang, Bing;  Liu, Junnan
收藏  |  浏览/下载：31/0  |  提交时间：2024/12/06
ais  trajectory prediction  attention mechanism  spatio-temporal graph convolution