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    Deep learning· 2011

    Deep Sparse Rectifier Neural Networks

    Xavier Glorot (first author) · 2011

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    OpenAlex W2156387975

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    Why it matters

    Demonstrated effective supervised training of deep rectifier networks without unsupervised pretraining.

    Condensed from the expert lists' notes.

    The record

    First released
    2011 (from OpenAlex)
    Citations
    9,040 citations, as counted by Semantic Scholar logoSemantic Scholar (non-commercial licence)
    Named by
    both expert lists
    Score
    0.516 · computed rank 220 · consensus 0.6, must-read 0.5, citations percentile 0.674 (2010s · deep-learning), awards 0, existing lists 0.5. Method

    Data sources

    Catalogue data from OpenAlex (CC0), Crossref (CC0 metadata; no abstracts are shown), arXiv, and Papers With Code (CC BY-SA 4.0), and Semantic Scholar logoSemantic Scholar (used under its non-commercial API licence). Each count names its source. See the method.