University · Neuroscience · Computational Neuroscience

Information Theory and Neural Coding Efficiency

4 Abschnitte

Shannon entropy, mutual information, the efficient coding hypothesis, sparse coding, redundancy reduction, rate vs temporal coding, and Fisher information in sensory discrimination.

Inhaltsübersicht

  • Shannon Information Theory: Entropy and Mutual Information
  • The Efficient Coding Hypothesis: Barlow, Sparse Coding, and Natural Scene Statistics
  • Rate Code vs Temporal Code: The Debate and Evidence
  • Fisher Information and Sensory Discrimination
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