The Usefulness of Past Knowledge when Learning a New Task in Deep Neural Networks

Guglielmo Montone, J. Kevin O'Regan, Alexander V. Terekhov. The Usefulness of Past Knowledge when Learning a New Task in Deep Neural Networks. In Tarek Richard Besold, Artur S. d'Avila Garcez, Gary F. Marcus, Risto Miikkulainen, editors, Proceedings of the NIPS Workshop on Cognitive Computation: Integrating Neural and Symbolic Approaches co-located with the 29th Annual Conference on Neural Information Processing Systems (NIPS 2015), Montreal, Canada, December 11-12, 2015. Volume 1583 of CEUR Workshop Proceedings, CEUR-WS.org, 2015. [doi]

Abstract

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