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Multiplication Circuit Architecture for Error- Tolerant CNN-Based Keywords Speech Recognition | IEEE Journals & Magazine | IEEE Xplore

Multiplication Circuit Architecture for Error- Tolerant CNN-Based Keywords Speech Recognition


Abstract:

Editor’s notes: A circuit architecture is designed to utilize Booth encoding for the multiplication of two vectors of data. This architecture is configured to use approxi...Show More

Abstract:

Editor’s notes: A circuit architecture is designed to utilize Booth encoding for the multiplication of two vectors of data. This architecture is configured to use approximate encoding and addition and a lower voltage for the approximate circuits to improve energy efficiency. Integrating this design into a convolutional neural network leads to a rather significant reduction in energy with a slight accuracy loss for speech recognition. —Jie Han, University of Alberta
Published in: IEEE Design & Test ( Volume: 40, Issue: 3, June 2023)
Page(s): 26 - 35
Date of Publication: 13 December 2021

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