A sparse-response deep belief network based on rate distortion theory

Reducing the Dimensionality of Data with Neural Networks

Geoffrey E. Hinton, Ruslan Salakhutdinov · Science · 2006 · 21K citations

Computing, Computer Science, Artificial Intelligence +14

A Fast Learning Algorithm for Deep Belief Nets

Geoffrey E. Hinton, Simon Osindero, Yee‐Whye Teh · Neural Computation · 2006 · 16.4K citations

Computing, Computer Science, Artificial Intelligence +16

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

Geoffrey E. Hinton, Li Deng, Dong Yu et al. · IEEE Signal Processing Magazine · 2012 · 10.3K citations

Computing, Computer Science, Acoustics +16

Distributed Hierarchical Processing in the Primate Cerebral Cortex

D.J. Felleman, David C. Van Essen · Cerebral Cortex · 1991 · 8K citations

Life Sciences, Neurobiology, Neuroscience +17

Extracting and composing robust features with denoising autoencoders

Pascal Vincent, Hugo Larochelle, Yoshua Bengio et al. · 2008 · 7.3K citations

Computing, Computer Science, Artificial Intelligence +16