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Pascal Vincent, A Connection between Score Matching and Denoising Autoencoders (2011), in: Neural Computation, 23:7(1661-1674)
Razvan Pascanu and Herbert Jaeger, A neurodynamical model for working memory (2011), in: Neural Networks, 24:2(199-207)
NIPS'11, in: NIPS 24, -1
http://www.iro.umontreal.ca/~lisa/publications2/index.php/publications/show/518, in: Advances in Neural Information Processing Systems 24 (NIPS'11), -1
Ian Goodfellow, Aaron Courville and Yoshua Bengio, Spike-and-Slab Sparse Coding for Unsupervised Feature Discovery, in: Workshop on Challenges in Learning Hierarchical Models. NIPS 2011., 2011
James Bergstra and Yoshua Bengio, Random Search for Hyper-Parameter Optimization (2012), in: Journal of Machine Learning Research
Olivier Delalleau and Yoshua Bengio, Shallow vs. Deep Sum-Product Networks, in: Advances in Neural Information Processing Systems 24 (NIPS'11), 2011
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Philippe Hamel, Simon Lemieux, Yoshua Bengio and Douglas Eck, Temporal pooling and multiscale learning for automatic annotation and ranking of music audio, in: In Proceedings of the 12th International Conference on Music Information Retrieval (ISMIR’11), Miami, FL, USA, 2011
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Learning deep architectures for AI, Now Publishers, 2009
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Yoshua Bengio and Olivier Delalleau, On the Expressive Power of Deep Architectures, in: Proceedings of the 22nd International Conference on Algorithmic Learning Theory, 2011
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Yoshua Bengio, Deep Learning of Representations for Unsupervised and Transfer Learning, in: Proceedings of the Unsupervised and Transfer Learning challenge and workshop, 2011
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