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Improved local learning rule for information maximization and related applications

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Publication:557628
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DOI10.1016/J.NEUNET.2005.01.002zbMath1078.68123OpenAlexW1986178142MaRDI QIDQ557628

Ralph Linsker

Publication date: 30 June 2005

Published in: Neural Networks (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.neunet.2005.01.002


zbMATH Keywords

Mutual informationHebbian learningCovariance matrixInfomaxSensory processing


Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)


Related Items (7)

Similarity interaction in information-theoretic self-organizing maps ⋮ Neural network learning of optimal Kalman prediction and control ⋮ Information estimators for weighted observations ⋮ Self-enhancement learning: target-creating learning and its application to self-organizing maps ⋮ On the Use of Neuro-fuzzy Techniques for Analyzing Experimental Surface Electromyographic Data ⋮ Simplified information maximization for improving generalization performance in multilayered neural networks ⋮ Constrained information maximization by free energy minimization




Cites Work

  • Unnamed Item
  • Updating the Inverse of a Matrix




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