Universal and Succinct Source Coding of Deep Neural Networks
Author:
Affiliation:
1. Department of Electrical Engineering, Indian Institute of Technology Kanpur, Kanpur, India
2. Department of Electrical and Computer Engineering, Coordinated Science Laboratory, University of Illinois at Urbana-Champaign, Urbana, IL, USA
Funder
Systems on Nanoscale Information Fabrics (SONIC), one of the six SRC STARnet Centers, sponsored by MARCO and DARPA
Chan Zuckerberg Initiative DAF, an advised fund of Silicon Valley Community Foundation
Department of Energy
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
General Medicine
Link
https://ieeexplore.ieee.org/ielam/8700143/10153453/10080953-aam.pdf
Reference41 articles.
1. Deep learning with limited numerical precision;gupta;Proc 32nd Int Conf Mach Learn (ICML),2015
2. Low precision arithmetic for deep learning;courbariaux;Proc 4th Int Conf Learn Represent (ICLR),2015
3. On the asymmetry of random regular graphs and random graphs
4. Learning compact recurrent neural networks
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