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GenSynth: a new way to understand deep learning.

Authors :
Wong, Alexander
Shafiee, Mohammad Javad
Chwyl, Brendan
Li, Francis
Source :
Electronics Letters (Wiley-Blackwell). 9/5/2019, Vol. 55 Issue 18, p970-971. 2p.
Publication Year :
2019

Abstract

The article offers information on generative synthesis (GenSynth) process for teaching generative machines to automatically generate deep neural networks with efficient network architectures. It mentions that the formulate constrained optimisation problem, where the goal is to teach a generative machine which synthesises deep neural networks maximising a universal performance function while satisfying human-specified design and operational requirements and constraints.

Details

Language :
English
ISSN :
00135194
Volume :
55
Issue :
18
Database :
Academic Search Index
Journal :
Electronics Letters (Wiley-Blackwell)
Publication Type :
Academic Journal
Accession number :
138426253
Full Text :
https://doi.org/10.1049/el.2019.2376