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Tijsseling, Adriaan G. and Berthouze, Luc (2001) A neural network for temporal sequential information. 8th International Conference on Neural Information Processing, Shanghai, China., November 14-18, 2001.. Published in: Proceedings of the 8th International Conference on Neural Information Processing.
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Official URL: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=1...
Abstract
We report a neural network model that is capable of learning arbitrary input sequences quickly and online. It is also capable of completing a sequence upon cueing from any point in the sequence and in the presence of background noise. The architecture of the neural network utilizes sigmoid-pulse generating spiking neurons together with a Hebbian learning rule with synaptic noise.
Item Type: | Conference Proceedings |
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Schools and Departments: | School of Engineering and Informatics > Informatics |
Depositing User: | Luc Berthouze |
Date Deposited: | 06 Feb 2012 18:30 |
Last Modified: | 18 Sep 2017 09:15 |
URI: | http://sro.sussex.ac.uk/id/eprint/16824 |