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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:14/0  |  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  
Power-Aware Classifier Selection in Wireless Sensor Networks 期刊论文
JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 2016, 卷号: 32, 期号: 2, 页码: 439-454
作者:  Xiao, Kejiang;  Wang, Xiaofeng;  Wang, Rui;  Cui, Li
收藏  |  浏览/下载:82/0  |  提交时间:2019/12/13
wireless sensor networks  classification accuracy  classifier selection  power aware classification  AdaBoost algorithm  greedy algorithm  0-1 integer programming