An Efficient Large Kernel Convolution Network Designed for Neural Processing Unit

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Jiawen Wang, Chenfei Liao, Dewei Li, Zhongqi Zhao, Jingchuan Chen, Kehu Yang

Published: 2025, Last Modified: 08 Mar 2025Eng. Appl. Artif. Intell. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A new design paradigm for NPU lightweight networks is proposed.•An ELKC block is proposed, which can run efficiently on NPU.•Extensive comparative experiments have demonstrated the efficacy of ELKCNet.