Integrated circuit design of a multiplier-accumulator for convolutional neural network based on carry-save adder architecture

Convolutional Neural Networks (CNNs) are hierarchical biologically-inspired models that may be taught to perform a variety of detection, identification, and segmentation tasks. The key processing requirements in the CNNs process are the multiplier-accumulator (MAC) operations in the convolution laye...

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Bibliographic Details
Main Author: Lee, Mei Xiang
Format: Thesis
Language:English
Published: 2022
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Online Access:http://eprints.utm.my/id/eprint/102134/1/LeeMeiXiangMSKE2022.pdf.pdf
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