Exploiting Heterogeneous Units for Reservoir Computing with Simple Architecture

Author:

Tanaka Gouhei,Nakane Ryosho,Yamane Toshiyuki,Nakano Daiju,Takeda Seiji,Nakagawa Shigeru,Hirose Akira

Publisher

Springer International Publishing

Reference16 articles.

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2. Jaeger, H.: Tutorial on training recurrent neural networks, covering BPPT, RTRL, EKF and the “echo state network” approach. GMD-Forschungszentrum Informationstechnik (2002)

3. Schrauwen, B., Verstraeten, D., Van Campenhout, J.: An overview of reservoir computing: theory, applications and implementations. In: Proceedings of the 15th European Symposium on Artificial Neural Networks, pp. 471–482 (2007)

4. LukošEvičIus, M., Jaeger, H.: Reservoir computing approaches to recurrent neural network training. Comput. Sci. Rev. 3(3), 127–149 (2009)

5. Jaeger, H.: The “echo state” approach to analysing and training recurrent neural networks-with an erratum note. German National Research Center for Information Technology GMD Technical Report 148, Bonn, Germany 34 (2001)

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