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Convolver Design and Convolve-Accumulate Unit Design for Low-Power Edge Computing †

Convolution operations have a significant influence on the overall performance of a convolutional neural network, especially in edge-computing hardware design. In this paper, we propose a low-power signed convolver hardware architecture that is well suited for low-power edge computing. The basic ide...

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Detalles Bibliográficos
Autores principales: Kao, Hsu-Yu, Chen, Xin-Jia, Huang, Shih-Hsu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8348912/
https://www.ncbi.nlm.nih.gov/pubmed/34372318
http://dx.doi.org/10.3390/s21155081