Convergence of gradient method for Elman networks
Author:
Publisher
Springer Science and Business Media LLC
Subject
Applied Mathematics,Mechanical Engineering,Mechanics of Materials
Link
http://link.springer.com/content/pdf/10.1007/s10483-008-0912-z.pdf
Reference20 articles.
1. Elman J L. Finding structure in time[J]. Cognitive Science, 1990, 14(2):179–211.
2. Tsoi A C, Back A D. Locally recurrent globally feedforward networks: a critical review of architectures[J]. IEEE Transactions on Neural Networks, 1994, 5(2):229–239.
3. Wang Deliang, Liu Xiaomei, Ahalt S C. On temporal generalization of simple recurrent networks[J]. Neural Networks, 1996, 9(7):1099–1118.
4. Kremer S C. On the computational power of Elman-style recurrent networks[J]. IEEE Transactions on Neural Networks, 1995, 6(4):1000–1004.
5. Pham D T, Liu X. Training of Elman networks and dynamic system modeling[J]. International Journal of Systems Science, 1996, 27(2):221–226.
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