Comparison of Echo State Networks with Simple Recurrent Networks and Variable-Length Markov Models on Symbolic Sequences

M Čerňanský; Peter Tino; J Marques de Sa; LA Alexandre; W Duch; DP Mandic

doi:10.1007/978-3-540-74690-4_63

Comparison of Echo State Networks with Simple Recurrent Networks and Variable-Length Markov Models on Symbolic Sequences

M Čerňanský, Peter Tino, J Marques de Sa, LA Alexandre, W Duch, DP Mandic

Computer Science

Research output: Contribution to conference (unpublished) › Paper

9 Citations (Scopus)

Original language	English
Pages	618-627
Number of pages	10
DOIs	https://doi.org/10.1007/978-3-540-74690-4_63
Publication status	Published - 1 Nov 2007
Event	Proceedings of 17th International Conference on Artificial Neural Networks (ICANN 2007), Part 1, 9-13 September, Porto, Portugal - Duration: 1 Nov 2007 → …

Conference

Conference	Proceedings of 17th International Conference on Artificial Neural Networks (ICANN 2007), Part 1, 9-13 September, Porto, Portugal
Period	1/11/07 → …

Access to Document

10.1007/978-3-540-74690-4_63

Cite this

Čerňanský, M., Tino, P., Marques de Sa, J., Alexandre, LA., Duch, W., & Mandic, DP. (2007). Comparison of Echo State Networks with Simple Recurrent Networks and Variable-Length Markov Models on Symbolic Sequences. 618-627. Paper presented at Proceedings of 17th International Conference on Artificial Neural Networks (ICANN 2007), Part 1, 9-13 September, Porto, Portugal. https://doi.org/10.1007/978-3-540-74690-4_63

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title = "Comparison of Echo State Networks with Simple Recurrent Networks and Variable-Length Markov Models on Symbolic Sequences",

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year = "2007",

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Čerňanský, M, Tino, P, Marques de Sa, J, Alexandre, LA, Duch, W & Mandic, DP 2007, 'Comparison of Echo State Networks with Simple Recurrent Networks and Variable-Length Markov Models on Symbolic Sequences', Paper presented at Proceedings of 17th International Conference on Artificial Neural Networks (ICANN 2007), Part 1, 9-13 September, Porto, Portugal, 1/11/07 pp. 618-627. https://doi.org/10.1007/978-3-540-74690-4_63

Comparison of Echo State Networks with Simple Recurrent Networks and Variable-Length Markov Models on Symbolic Sequences. / Čerňanský, M; Tino, Peter; Marques de Sa, J et al.
2007. 618-627 Paper presented at Proceedings of 17th International Conference on Artificial Neural Networks (ICANN 2007), Part 1, 9-13 September, Porto, Portugal.

Research output: Contribution to conference (unpublished) › Paper

TY - CONF

T1 - Comparison of Echo State Networks with Simple Recurrent Networks and Variable-Length Markov Models on Symbolic Sequences

AU - Čerňanský, M

AU - Tino, Peter

AU - Marques de Sa, J

AU - Alexandre, LA

AU - Duch, W

AU - Mandic, DP

PY - 2007/11/1

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DO - 10.1007/978-3-540-74690-4_63

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T2 - Proceedings of 17th International Conference on Artificial Neural Networks (ICANN 2007), Part 1, 9-13 September, Porto, Portugal

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Čerňanský M, Tino P, Marques de Sa J, Alexandre LA, Duch W, Mandic DP. Comparison of Echo State Networks with Simple Recurrent Networks and Variable-Length Markov Models on Symbolic Sequences. 2007. Paper presented at Proceedings of 17th International Conference on Artificial Neural Networks (ICANN 2007), Part 1, 9-13 September, Porto, Portugal. doi: 10.1007/978-3-540-74690-4_63