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Deep Learning has revolutionised Pattern Recognition and Machine Learning. It is about credit assignment in adaptive systems with long chains of potentially causal links between actions and consequences.
N. Nakashole, G. Weikum, and F. Suchanek. Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, page 1135--1145. Stroudsburg, PA, USA, Association for Computational Linguistics, (2012)