Asymptotic Stability of Transiently Chaotic Neural Networks
โ Scribed by Qiang Zhang; Xiaopeng Wei; Jin Xu
- Publisher
- Springer Netherlands
- Year
- 2005
- Tongue
- English
- Weight
- 328 KB
- Volume
- 42
- Category
- Article
- ISSN
- 0924-090X
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The dynamical behaviour of an optimizing neural network is closely related to its parameters. For the transiently chaotic neural network (TCNN), the temperature, i.e., self-feedback weighting, is an important parameter for the network performance. While a high temperature is required to investigate
consider the dynamic behavior of the transiently chaotic neural network (TCNN). Although its dynamical behavior is of interest in investigating neural dynamics, we observed that the chaotic phase in a TCNN is not a necessary condition for the network to reach the global solution for a combinatorial