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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:0/0  |  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  
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:1/0  |  提交时间:2025/12/03
depthwise separable convolution  graph convolution  road extraction  smart cities  gradient operator  graph reasoning