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Can I read Riddled Basins of the Optimal States in Learning Dynamical Systems on EtoBox?
Riddled Basins of the Optimal States in Learning Dynamical Systems by Hiroyuki Nakajima; Yoshisuke Ueda is a Physics and Astronomy article available to read on EtoBox.
What is Riddled Basins of the Optimal States in Learning Dynamical Systems about?
A new phenomenon called "riddled basin" has been drawing attention of nonlinear scientists. Riddled basin is an extremely complicated domain of attraction usually accompanying invariant sets for dynamical systems driven by chaotic signal, e.g. chaotic synchronizing systems. In this paper, the optimal state of a back-propagation learning of chaotic time series is shown to have a "locally riddled basin" by a numerical experiment. It is also rigorously proved that the optimal state of learning of the tent map by a gradient-descent method can be an attractor with a riddled basin.
Who reads Riddled Basins of the Optimal States in Learning Dynamical Systems?
It is typically read by researchers, students, and practitioners in Physics and Astronomy.
- Author
- Hiroyuki Nakajima; Yoshisuke Ueda
- Publisher
- Elsevier Science; Elsevier ; Elsevier BV (ISSN 0167-2789)
- Published
- 1996
- Language
- EN
- Field
- Physics and Astronomy (Physical Sciences)