Natural Gradient Learning and Its Dynamics in Singular Regions

  • Shun-ichi AmariEmail author
Part of the Applied Mathematical Sciences book series (AMS, volume 194)


Learning takes place in a parameter space, which is not Euclidean in general but Riemannian. Therefore, we need to take the Riemannian structure into account when designing a learning method.

Copyright information

© Springer Japan 2016

Authors and Affiliations

  1. 1.Brain Science InstituteRIKENWakoJapan

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