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Yoshua Bengio

Université de MontréalORCID https://orcid.org/0000-0002-9322-3515

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Impact (2-yr)

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Top Publications

Nature201579,164 citations

Gradient-based learning applied to document recognition

Proceedings of the IEEE199857,014 citations

Generative adversarial networks

Communications of the ACM202013,011 citations

Representation Learning: A Review and New Perspectives

IEEE Transactions on Pattern Analysis and Machine Intelligence201312,724 citationsFirst authorCorresponding

Learning long-term dependencies with gradient descent is difficult

IEEE Transactions on Neural Networks19948,303 citationsFirst authorCorresponding

Representational Power of Restricted Boltzmann Machines and Deep Belief Networks

Neural Computation2008831 citations

Challenges in representation learning: A report on three machine learning contests

Neural Networks2014654 citations