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

Moioli, Renan C, Vargas, Patricia A and Husbands, Phil (2010) The dynamics of a neural network of coupled phase oscillators with synaptic plasticity controlling a minimally cognitive agent. In: 20th International Conference on Artificial Neural Networks, ICANN 2010, Thessaloniki.

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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.

Item Type: Conference or Workshop Item (Paper)
Additional Information: Issue PART 2
Schools and Departments: School of Engineering and Informatics > Informatics
Depositing User: Renan Moioli
Date Deposited: 06 Feb 2012 18:26
Last Modified: 27 Mar 2012 07:58
URI: http://srodev.sussex.ac.uk/id/eprint/16327
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