The dynamics of a neural network of coupled phase oscillators with synaptic plasticity controlling a minimally cognitive agent

Renan C. Moioli; Patricia A. Vargas; Phil Husbands

doi:10.1007/978-3-642-15822-3_32

The dynamics of a neural network of coupled phase oscillators with synaptic plasticity controlling a minimally cognitive agent

Renan C. Moioli, Patricia A. Vargas, Phil Husbands

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

2 Citations (Scopus)

Abstract

This work explores the neuronal synchronisation and phase information dynamics of an enhanced version of the widely used Kuramoto model of phase interacting oscillators. The framework is applied to a simulated robotic agent engaged in a minimally cognitive benchmark task. The outcomes of this research contribute not only to uncover the role of neuronal synchronisation and phase information in the generation of cognitive behaviours but also to the understanding of oscillatory properties in neural networks. © 2010 Springer-Verlag Berlin Heidelberg.

Original language	English
Title of host publication	Artificial Neural Networks, ICANN 2010 - 20th International Conference, Proceedings
Pages	245-255
Number of pages	11
Volume	6353 LNCS
Edition	PART 2
DOIs	https://doi.org/10.1007/978-3-642-15822-3_32
Publication status	Published - 2010
Event	20th International Conference on Artificial Neural Networks - Thessaloniki, Greece Duration: 15 Sept 2010 → 18 Sept 2010

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Number	PART 2
Volume	6353 LNCS
ISSN (Print)	0302-9743

Conference

Conference	20th International Conference on Artificial Neural Networks
Abbreviated title	ICANN 2010
Country/Territory	Greece
City	Thessaloniki
Period	15/09/10 → 18/09/10

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10.1007/978-3-642-15822-3_32

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Moioli, R. C., Vargas, P. A., & Husbands, P. (2010). The dynamics of a neural network of coupled phase oscillators with synaptic plasticity controlling a minimally cognitive agent. In Artificial Neural Networks, ICANN 2010 - 20th International Conference, Proceedings (PART 2 ed., Vol. 6353 LNCS, pp. 245-255). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6353 LNCS, No. PART 2). https://doi.org/10.1007/978-3-642-15822-3_32

Moioli, Renan C. ; Vargas, Patricia A. ; Husbands, Phil. / The dynamics of a neural network of coupled phase oscillators with synaptic plasticity controlling a minimally cognitive agent. Artificial Neural Networks, ICANN 2010 - 20th International Conference, Proceedings. Vol. 6353 LNCS PART 2. ed. 2010. pp. 245-255 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2).

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Moioli, RC, Vargas, PA & Husbands, P 2010, The dynamics of a neural network of coupled phase oscillators with synaptic plasticity controlling a minimally cognitive agent. in Artificial Neural Networks, ICANN 2010 - 20th International Conference, Proceedings. PART 2 edn, vol. 6353 LNCS, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), no. PART 2, vol. 6353 LNCS, pp. 245-255, 20th International Conference on Artificial Neural Networks, Thessaloniki, Greece, 15/09/10. https://doi.org/10.1007/978-3-642-15822-3_32

The dynamics of a neural network of coupled phase oscillators with synaptic plasticity controlling a minimally cognitive agent. / Moioli, Renan C.; Vargas, Patricia A.; Husbands, Phil.
Artificial Neural Networks, ICANN 2010 - 20th International Conference, Proceedings. Vol. 6353 LNCS PART 2. ed. 2010. p. 245-255 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6353 LNCS, No. PART 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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SN - 9783642158216

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T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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BT - Artificial Neural Networks, ICANN 2010 - 20th International Conference, Proceedings

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Moioli RC, Vargas PA, Husbands P. The dynamics of a neural network of coupled phase oscillators with synaptic plasticity controlling a minimally cognitive agent. In Artificial Neural Networks, ICANN 2010 - 20th International Conference, Proceedings. PART 2 ed. Vol. 6353 LNCS. 2010. p. 245-255. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2). doi: 10.1007/978-3-642-15822-3_32

The dynamics of a neural network of coupled phase oscillators with synaptic plasticity controlling a minimally cognitive agent

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