Multiple-base Logarithmic Quantization and Application in Reduced Precision AI Computations
Author:
Affiliation:
1. Lemurian Labs,Oakville,Canada
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx8/10579097/10579103/10579442.pdf?arnumber=10579442
Reference12 articles.
1. 1.1 Deep Learning Hardware: Past, Present, and Future
2. Convolutional neural networks using logarithmic data representation;Miyashita,2016
3. Efficient hardware acceleration of CNNs using logarithmic data representation with arbitrary log-base
4. Optimizing Mitchell's Method for Approximate Logarithmic Addition via Base Selection with Application to Back-Propagation
5. Low-precision Logarithmic Number Systems
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