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Cognition: Differential-geometrical view on neural networks

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  • S. A. Buffalov

Abstract

A neural network taken as a model of a trainable system appears to be nothing but a dynamical system evolving on a tangent bundle with changeable metrics. In other words to learn means to change metrics of a definite manifold.

Suggested Citation

  • S. A. Buffalov, 1999. "Cognition: Differential-geometrical view on neural networks," Discrete Dynamics in Nature and Society, Hindawi, vol. 3, pages 1-7, January.
    • Handle: RePEc:hin:jnddns:498067
    DOI: 10.1155/S1026022699000060
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