Grammars for Games: A Gradient-Based Framework for Optimization in Deep Learning

Deep learning is currently the subject of intensive study. However, fundamental concepts such as representations are not formally defined -- researchers know them when they see them -- and there is no common language for describing and analyzing algorithms. This essay proposes an abstract framework...

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Bibliographic Details
Main Author: David eBalduzzi
Format: Article
Language:English
Published: Frontiers Media S.A. 2016-01-01
Series:Frontiers in Robotics and AI
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/frobt.2015.00039/full