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 MoreMetadata
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)