Information theory in neuroscience

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Author: Dr. Alexander G. Dimitrov, Center for Computational Biology, Montana State University, Bozeman, Montana

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  • Information Theory in Neuroscience
  • Uses of Mutual Information
    • Tests for Independence
    • Cost Function
    • Design of Experiments
    • Evolutionary Constraint
      • The Redundancy Reduction Hypothesis
      • Interplay between Information and Power
  • Other information-theoretic quantities
    • KL-based
    • Lossy Compression and Rate Distortion
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