Systems and methods for regularizing neural networks

The present disclosure relates generally to machine learning. More particularly, the present disclosure relates to systems and methods that regularize neural networks by decorrelating neurons or other parameters of the neural networks during training of the neural networks promoting these parameter...

Ausführliche Beschreibung

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Bibliographische Detailangaben
1. Verfasser: Shamir, Gil I
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:The present disclosure relates generally to machine learning. More particularly, the present disclosure relates to systems and methods that regularize neural networks by decorrelating neurons or other parameters of the neural networks during training of the neural networks promoting these parameter to innovate over one another.