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File Scott, N., N. Kasabov and G. Indiveri, NeuCube Neuromorphic Framework for Spatio-Temporal Brain Data and Its Python Implementation, Proc. ICONIP 2013, Springer LNCS, vol.8228, pp.78-84.
by Nikola Kasabov last modified Aug 27, 2014 06:13 PM
File Kasabov, N., E.Capecci, Spiking neural network methodology for modelling, classification and understanding of EEG spatio-temporal data measuring cognitive processes, Information Sciences, DOI: 10.1016/j.ins.2014.06.028, 2014.
by Nikola Kasabov last modified Aug 27, 2014 06:09 PM
File Kasabov, N. et al, (2014). Evolving Spiking Neural Networks for Personalised Modelling of Spatio-Temporal Data and Early Prediction of Events: A Case Study on Stroke. Neurocomputing, vol .134, 269-279, 2014
Kasabov, N., Liang, L., Krishnamurthi, R., Feigin, V., Othman, M., Hou, Z.,. Parmar, P. (2014). Evolving Spiking Neural Networks for Personalised Modelling of ... by Nikola Kasabov last modified Aug 27, 2014 05:59 PM
File Kasabov, N. NeuCube: A Spiking Neural Network Architecture for Mapping, Learning and Understanding of Spatio-Temporal Brain Data, Neural Networks vol.52 (2014), pp. 62-76,
http://dx.doi.org/10.1016/j.neunet.2014.01.006 by Nikola Kasabov last modified Aug 27, 2014 05:53 PM
File Training Spiking Neural Networks to Associate Spatio-temporal Input-Output Spike Patterns
Mohemmed, A.and S. Schliebs and S. Matsuda and N. Kasabov, Training Spiking Neural Networks to Associate Spatio-temporal Input-Output Spike Patterns, ... by Nikola Kasabov last modified Nov 17, 2012 11:34 AM
File Spiking neural network architecture for associative learning of spatio-temporal brain patterns
Kasabov, N., Spiking neural network architecture for associative learning of spatio-temporal brain patterns, Frontiers of Computational Neuroscience, 2012, ... by Nikola Kasabov last modified Nov 17, 2012 11:22 AM
File Dynamic Evolving Spiking Neural Networks for On-line Spatio- and Spectro-Temporal Pattern Recognition
Kasabov, N. and Dhoble, K. and Nuntalid, N. and G. Indiveri, Dynamic Evolving Spiking Neural Networks for On-line Spatio- and Spectro-Temporal Pattern ... by Nikola Kasabov last modified Nov 17, 2012 11:11 AM
File Evolving Spiking Neural Networks for Spatio and Spectro-Temporal Pattern Recognition, Plenary talk IEEE IS
Kasabov, N. Evolving Spiking Neural Networks for Spatio and Spectro-Temporal Pattern Recognition, 2012 IEEE 6th International Conference ‘Intelligent Systems’, ... by Nikola Kasabov last modified Nov 17, 2012 10:59 AM
File Mapping, Learning and Mining of Spatiotemporal Brain Data with 3D Evolving Spiking Neurogenetic Models
Mapping, Learning and Mining of Spatiotemporal Brain Data with 3D Evolving Spiking Neurogenetic Models, Plenary talk, ICONIP 2012, Qatar, November 2012 ... by Nikola Kasabov last modified Nov 17, 2012 10:49 AM
File Evolving spiking neural networks: A Survey
Schliebs, S. and N.Kasabov, Evolving spiking neural networks: A Survey, Evolving Systems, Special Issue on Applications of Evolving Connectionist Systems, ... by Nikola Kasabov last modified Nov 17, 2012 10:05 AM
File Constructing Robust Liquid State Machines to Process Highly Variable Data Streams
Schliebs S and Fiasché M and Kasabov N, Constructing Robust Liquid State Machines to Process Highly Variable Data Streams. Proceedings Editors: Villa AEP, ... by Nikola Kasabov last modified Nov 17, 2012 10:03 AM
File SPAN incremental Learning for Handwritten Digit Recognition
Mohemmed, A. and Guoyu Lu and N. Kasabov, Evaluating SPAN incremental Learning for Handwritten Digit Recognition, T. Huang et al. (Eds.): ICONIP 2012, Part ... by Nikola Kasabov last modified Nov 17, 2012 10:00 AM
File NeuCube
Kasabov, N., NeuCube EvoSpike Architecture for Spatio-Temporal Modelling and Pattern Recognition of Brain Signals, in: Mana, Schwenker and Trentin (Eds) ANNPR, ... by Nikola Kasabov last modified Nov 16, 2012 03:28 PM
File Incremental SPAN learning algorithm presented at WCCI 2012
Mohemmed, A. and N.Kasabov, Incremental learning algorithm for spike pattern classification, WCCI 2012 IEEE World Congress on Computational Intelligence, ... by Nikola Kasabov last modified Jun 22, 2012 12:16 PM
File WCCI 2012 paper on a new algorithm - deSNN
Dhoble, K., N. Nuntalid, G. Indivery and N.Kasabov, On-line Spatiotemporal Pattern Recognition with Evolving Spiking Neural Networks utilising Address Event ... by Nikola Kasabov last modified Jun 22, 2012 12:12 PM
File Book chapter on eSNN for STPR
N. Kasabov, Evolving Spiking Neural Networks and Neurogenetic Systems for Spatio- and Spectro-Temporal Data Modelling and Pattern Recognition, Springer-Verlag ... by Nikola Kasabov last modified Jun 22, 2012 12:08 PM
Book chapter on eSNN for STPR
N. Kasabov, Evolving Spiking Neural Networks and Neurogenetic Systems for Spatio- and Spectro-Temporal Data Modelling and Pattern Recognition, Springer-Verlag ... by Nikola Kasabov last modified Jun 22, 2012 05:26 PM
Image MarieCurie
EU Marie Curie Action logo by Nikola Kasabov last modified Nov 03, 2011 09:58 AM
Image EvoSpike team
The EvoSpike team includes Prof. N.Kasabov, Dr. A. Mohemmed, Dr. S. Schliebs, K. Dhoble, N. Nuntalid from KEDRI, and Prof. G.Indiveri, F.Stefanini, and ... by Nikola Kasabov last modified Nov 02, 2011 11:46 AM
File Visualisation tool clip
by Nikola Kasabov last modified Nov 10, 2011 01:45 PM
File outline
The project develops novel methods and systems of spiking neural networks (SNN) for spatio- and spectro- temporal data analysis and pattern recognition, ... by Nikola Kasabov last modified Nov 10, 2011 01:45 PM
File Special session at the WCCI2012, Brisbane, 10-15.06.2012
by Nikola Kasabov last modified Nov 10, 2011 01:45 PM
File NCEI 2012 Workshop, Auckland, 8.06.2012
by Nikola Kasabov last modified Nov 10, 2011 01:45 PM
File flyer
This is a concise, 2-page, project description including figures and references. by Nikola Kasabov last modified Nov 10, 2011 01:44 PM
EvoSpikeSimulator
Along with developing theoretical models and their pilot applications in engineering and medicine, the project is developing a software simulator called ... by Nikola Kasabov last modified Mar 07, 2012 02:51 AM
EvoSpike Events
Events organised as part of the EvoSpike project by Nikola Kasabov last modified Nov 17, 2012 11:29 AM
Images
EvoSpike images and figures by Nikola Kasabov last modified Jun 22, 2012 05:25 PM
Methods and Results
Research questions addressed and results produced by the project by Nikola Kasabov last modified Nov 17, 2012 11:38 AM
File SPAN: Spike Pattern Association Neuron for Learning Spatio-Temporal Sequences
A.Mohemmed,S.Schliebs,S.Matsuda,Kasabov, SPAN: Spike Pattern Association Neuron for Learning Spatio-Temporal Sequences, Int. J. Neural Systems, vol.22, 4, ... by Nikola Kasabov last modified Jun 27, 2012 12:07 PM
File Springer Handbook of Bio-/Neuro-Informatics
This Springer Handbook of Bio-/Neuroinformatics is the first published book in one volume that explains together the basics and the state-of-the-art of two ... by Nikola Kasabov last modified Nov 16, 2012 03:15 PM