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

• Main Author: Lee, Mei Xiang
• Format: Thesis
• Language: English
• Published: 2022
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/102134/1/LeeMeiXiangMSKE2022.pdf.pdf; http://eprints.utm.my/id/eprint/102134/; http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:149249

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...