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|a Kasabov, N
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|a Neurocomputation as brain inspired informatics: methods, systems, applications
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|b Panhellenic Conference on Informatics,
|c 2014-03-21T00:50:17Z.
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|a 6th Balkan Conference in Informatics, 17th Panhellenic Conference in Informatics , Thessalonici, Greece, 2013-09-19 to 2013-09-21
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|a Neuromputation is concerned with methods, systems and applications inspired by the principles of information processing in the brain. The talk presents a brief overview of methods of neurocomputation, including: traditional neural networks; evolving connections systems (ECOS) and evolving neuro-fuzzy systems [1]; spiking neural networks (SNN) [2-5]; evolutionary and neurogenetic systems [6]; quantum inspired evolutionary computation [7,8]; rule extraction from SNN [9]. These methods are suitable for incremental adaptive, on-line learning. They are illustrated on spatio-temporal pattern recognition problems such as: EEG pattern recognition; brain-computer interfaces [10]; ecological and environmental modeling [11]. Future directions are discussed. Materials related to the lecture, such as papers, data and software systems can be found from www.kedri.aut.ac.nz and also from: www.theneucom.com and http://ncs.ethz.ch/projects/evospike/.
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|a OpenAccess
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|a Conference Contribution
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|z Get fulltext
|u http://hdl.handle.net/10292/7006
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