A Multiobjective Sparse Feature Learning Model for Deep Neural Networks

Hierarchical deep neural networks are currently popular learning models for imitating the hierarchical architecture of human brain. Single-layer feature extractors are the bricks to build deep networks. Sparse feature learning models are popular models that can learn useful representations. But most...

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Veröffentlicht in:IEEE transaction on neural networks and learning systems 2015-12, Vol.26 (12), p.3263-3277
Hauptverfasser: Gong, Maoguo, Liu, Jia, Li, Hao, Cai, Qing, Su, Linzhi
Format: Artikel
Sprache:eng
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