EncodingNet: A Novel Encoding-Based MAC Design for Efficient Neural Network Acceleration

Title:: EncodingNet: A Novel Encoding-Based MAC Design for Efficient Neural Network Acceleration
Document type:: Zeitschriftenaufsatz
Author(s):: Liu, Bo; Li, Bing; Zhang, Grace Li; Yin, Xunzhao; Zhuo, Cheng; Schlichtmann, Ulf
Keywords:: Logic; Encoding; Vectors; Circuits; Neural networks; Hardware; Power demand; Artificial intelligence; Systolic arrays; Accuracy; Genetic programming; MAC design; encoding; efficient hardware; neural network acceleration; Cartesian genetic programming
Journal title:: IEEE Transactions on Circuits and Systems for Artificial Intelligence
Year:: 2024
Journal volume:: 1
Journal issue:: 2
Pages contribution:: 164-177
Fulltext / DOI:: doi:10.1109/TCASAI.2024.3493035
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