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Browsing University of Hertfordshire by Author "Wrobel, Borys"
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Evolving small spiking neural networks to work as state machines for temporal pattern recognition
Wrobel, Borys; Abdelmotaleb, Ahmed; Davey, N.; Steuber, Volker (2015-12-18) -
Evolving spiking neural networks for temporal pattern recognition in the presence of noise
Abdelmotaleb, Ahmed; Davey, N.; Schilstra, M.; Steuber, Volker; Wrobel, Borys (MIT Press, 2014)Nervous systems of biological organisms use temporal patterns of spikes to encode sensory input, but the mechanisms that underlie the recognition of such patterns are unclear. In the present work, we explore how networks ... -
From evolving artificial gene regulatory networks to evolving spiking neural networks for pattern recognition
Abdelmotaleb, Ahmed; Schilstra, M.; Davey, N.; Steuber, Volker; Wrobel, Borys (2013)Poster presented at CNS 2013