IEEE - Institute of Electrical and Electronics Engineers, Inc. - A Power-Aware Digital Multilayer Perceptron Accelerator with On-Chip Training based on Approximate Computing

Author(s): Duckhwan Kim ; Jaeha Kung ; Saibal Mukhopadhyay
Sponsor(s): IEEE Computer Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (Online): 2168-6750
DOI: 10.1109/TETC.2017.2673548
Regular:

This paper proposes that approximation by reducing bit-precision and using inexact multiplier can save power consumption of digital multilayer perceptron accelerator during the classification of... View More

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