Very Small Spiking Neural Networks Evolved for Temporal Pattern Recognition and Robust to Perturbed Neuronal Parameters

Artificial Neural Networks and Machine Learning – ICANN 2018 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-01418-6_32 ◽

2018 ◽

pp. 322-331 ◽

Author(s):

Muhammad Yaqoob ◽

Borys Wróbel

Keyword(s):

Neural Networks ◽

Pattern Recognition ◽

Temporal Pattern ◽

Spiking Neural Networks ◽

Temporal Pattern Recognition

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Evolving Probabilistic Spiking Neural Networks for Spatio-temporal Pattern Recognition: A Preliminary Study on Moving Object Recognition

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-24965-5_25 ◽

2011 ◽

pp. 230-239 ◽

Author(s):

Nikola Kasabov ◽

Kshitij Dhoble ◽

Nuttapod Nuntalid ◽

Ammar Mohemmed

Keyword(s):

Neural Networks ◽

Pattern Recognition ◽

Object Recognition ◽

Temporal Pattern ◽

Moving Object ◽

Spiking Neural Networks ◽

Temporal Pattern Recognition ◽

Preliminary Study ◽

Spatio Temporal

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Dynamic evolving spiking neural networks for on-line spatio- and spectro-temporal pattern recognition

Neural Networks ◽

10.1016/j.neunet.2012.11.014 ◽

2013 ◽

Vol 41 ◽

pp. 188-201 ◽

Author(s):

Nikola Kasabov ◽

Kshitij Dhoble ◽

Nuttapod Nuntalid ◽

Giacomo Indiveri

Keyword(s):

Neural Networks ◽

Pattern Recognition ◽

Temporal Pattern ◽

Spiking Neural Networks ◽

Temporal Pattern Recognition ◽

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Evolving small spiking neural networks to work as state machines for temporal pattern recognition

BMC Neuroscience ◽

10.1186/1471-2202-16-s1-p238 ◽

2015 ◽

Vol 16 (S1) ◽

Author(s):

Borys Wróbel ◽

Ahmed Abdelmotaleb ◽

Neil Davey ◽

Volker Steuber

Keyword(s):

Neural Networks ◽

Pattern Recognition ◽

Temporal Pattern ◽

Spiking Neural Networks ◽

State Machines ◽

Temporal Pattern Recognition

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Topos: Spiking neural networks for temporal pattern recognition in complex real sounds

Neurocomputing ◽

10.1016/j.neucom.2007.07.032 ◽

2008 ◽

Vol 71 (4-6) ◽

pp. 721-732 ◽

Author(s):

Pablo González-Nalda ◽

Blanca Cases

Keyword(s):

Neural Networks ◽

Pattern Recognition ◽

Temporal Pattern ◽

Spiking Neural Networks ◽

Temporal Pattern Recognition

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Temporal pattern recognition using spiking neural networks for cortical neuronal spike train decoding

IFAC Proceedings Volumes ◽

10.3182/20080706-5-kr-1001.00874 ◽

2008 ◽

Vol 41 (2) ◽

pp. 5203-5208

Author(s):

Huijuan Fang ◽

Yongji Wang ◽

Jiping He ◽

Shan Liu

Keyword(s):

Neural Networks ◽

Pattern Recognition ◽

Spike Train ◽

Temporal Pattern ◽

Spiking Neural Networks ◽

Neuronal Spike ◽

Temporal Pattern Recognition

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Evolving spiking neural networks for spatio-and spectro-temporal pattern recognition

2012 6th IEEE INTERNATIONAL CONFERENCE INTELLIGENT SYSTEMS ◽

10.1109/is.2012.6335110 ◽

2012 ◽

Author(s):

Nikola Kasabov

Keyword(s):

Neural Networks ◽

Pattern Recognition ◽

Temporal Pattern ◽

Spiking Neural Networks ◽

Temporal Pattern Recognition

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Towards Spatio-Temporal Pattern Recognition Using Evolving Spiking Neural Networks

Neural Information Processing. Theory and Algorithms - Lecture Notes in Computer Science ◽

10.1007/978-3-642-17537-4_21 ◽

2010 ◽

pp. 163-170 ◽

Author(s):

Stefan Schliebs ◽

Nuttapod Nuntalid ◽

Nikola Kasabov

Keyword(s):

Neural Networks ◽

Pattern Recognition ◽

Temporal Pattern ◽

Spiking Neural Networks ◽

Temporal Pattern Recognition ◽

Spatio Temporal

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Online spatio-temporal pattern recognition with evolving spiking neural networks utilising address event representation, rank order, and temporal spike learning

The 2012 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2012.6252439 ◽

2012 ◽

Author(s):

Kshitij Dhoble ◽

Nuttapod Nuntalid ◽

Giacomo Indiveri ◽

Nikola Kasabov

Keyword(s):

Neural Networks ◽

Pattern Recognition ◽

Temporal Pattern ◽

Spiking Neural Networks ◽

Event Representation ◽

Temporal Pattern Recognition ◽

Spatio Temporal

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Evolving spiking neural networks to control animats for temporal pattern recognition and foraging

2017 IEEE Symposium Series on Computational Intelligence (SSCI) ◽

10.1109/ssci.2017.8285411 ◽

2017 ◽

Author(s):

Chama Bensmail ◽

Volker Steuber ◽

Neil Davey ◽

Borys Wrobel

Keyword(s):

Neural Networks ◽

Pattern Recognition ◽

Temporal Pattern ◽

Spiking Neural Networks ◽

Temporal Pattern Recognition

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volving Spiking Neural Networks for Temporal Pattern Recognition in the Presence of Noise

Artificial Life 14: Proceedings of the Fourteenth International Conference on the Synthesis and Simulation of Living Systems ◽

10.7551/978-0-262-32621-6-ch157 ◽

2014 ◽

Author(s):

Ahmed Abdelmotaleb ◽

◽

Neil Davey ◽

Maria Schilstra ◽

Volker Steuber ◽

...

Keyword(s):

Neural Networks ◽

Pattern Recognition ◽

Temporal Pattern ◽

Spiking Neural Networks ◽

Temporal Pattern Recognition

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