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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Format: | Article |
Language: | English |
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Frontiers Media S.A.
2016-01-01
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Series: | Frontiers in Robotics and AI |
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Online Access: | http://journal.frontiersin.org/Journal/10.3389/frobt.2015.00039/full |