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File A Spiking Neural Network Methodology and System for Learning and Comparative Analysis of EEG Data from Healthy versus Addiction Treated versus Addiction Not Treated Subjects
Doborjeh, M. G., Wangb, ,G. Y., Kasabova, N., Kyddd, R., Russell, B., (2015), A Spiking Neural Network Methodology and System for Learning and Comparative ... by Nikola Kasabov last modified Dec 05, 2017 05:36 AM
File Training spiking neural networks to associate spatio-temporal input–output spike patterns
Mohemmeda, A., Schliebs, S., Matsuda, S., Kasabov, N., (2013), Training spiking neural networks to associate spatio-temporal input–output spike patterns, ... by Nikola Kasabov last modified Dec 05, 2017 05:25 AM
File An improved collaborative representation based classification with regularized least square (CRC–RLS) method for robust face recognition
Cheng, Y., Jin, Z., Gao, T., Chen, H., and Kasabov, N. (2016), An improved collaborative representation based classification with regularized least square ... by Nikola Kasabov last modified Dec 05, 2017 05:19 AM
File FROM MULTILAYER PERCEPTRONS AND NEURO-FUZZY SYSTEMS TO DEEP LEARNING MACHINES: WHICH METHOD TO USE? - A SURVEY
Nikola Kasabov, FROM MULTILAYER PERCEPTRONS AND NEURO-FUZZY SYSTEMS TO DEEP LEARNING MACHINES: WHICH METHOD TO USE? - A SURVEY, International Journal on ... by Nikola Kasabov last modified Dec 05, 2017 05:12 AM
File Spiking neural network methodology for modelling, classification and understanding of EEG spatio-temporal data measuring cognitive processes
14 Kasabov, N., E.Capecci, Spiking neural network methodology for modelling, classification and understanding of EEG spatio-temporal data measuring cognitive ... by Nikola Kasabov last modified Dec 05, 2017 05:07 AM
File Longitudinal Study of Alzheimer's Disease Degeneration through EEG Data Analysis with a NeuCube Spiking Neural Network Model
Capecci, E., Doborjeh, Z. G.,Mammone, N., Foresta, F. L., Morabito F. C., and Kasabov, N. , (2016), Longitudinal Study of Alzheimer's Disease Degeneration ... by Nikola Kasabov last modified Dec 05, 2017 05:22 AM
File Analysis of connectivity in a NeuCube spiking neural network trained on EEG data for the understanding and prediction of functional changes in the brain: A case study on opiate dependence treatment
E. Capecci, G.Wang , N. Kasabov, Analysis of connectivity in a NeuCube spiking neural network trained on EEG data for the understanding and prediction of ... by Nikola Kasabov last modified Dec 05, 2017 04:46 AM
File Adaptive Cow Movement Detection using Evolving Spiking Neural Network Models
T. Gao, N. Kasabov, Adaptive Cow Movement Detection using Evolving Spiking Neural Network Models, Evolving Systems, Springer, vol.7, No.4, 277-285, 2016. by Nikola Kasabov last modified Dec 05, 2017 04:44 AM
File Spiking Neural Networks for Crop Yield Estimation Based on Spatiotemporal Analysis of Image Time Series
P. Bose; N. Kasabov; L. Bruzzone; R. Hartono. Spiking Neural Networks for Crop Yield Estimation Based on Spatiotemporal Analysis of Image Time Series IEEE ... by Nikola Kasabov last modified Nov 28, 2017 12:34 AM
File NeuCube for obstacle avoidance in simulated prosthetic vision
C Ge, N Kasabov, J Yang, A spiking neural network model for obstacle avoidance in simulated prosthetic vision, Information Sciences 399, 30-42, 2017. by Nikola Kasabov last modified Nov 28, 2017 12:33 AM
File New Algorithms for Encoding, Learning and Classification of fMRI Data in a Spiking Neural Network Architecture: A Case on Modelling and Understanding of Dynamic Cognitive Processes
N. Kasabov, L. Zhou, M. Gholami Doborjeh, J. Yang, “New Algorithms for Encoding, Learning and Classification of fMRI Data in a Spiking Neural Network ... by Nikola Kasabov last modified Nov 28, 2017 12:31 AM
File An evolving spatio-temporal approach for gender and age group classi cation with Spiking Neural Networks
F. B. Alvi, R. Pears, N. Kasabov An evolving spatio-temporal approach for gender and age group classification with Spiking Neural Networks, Evolving Systems, ... by Nikola Kasabov last modified Nov 28, 2017 12:30 AM
File Evolving, dynamic clustering of spatio/spectro-temporal data in 3D spiking neural network models and a case study on EEG data
MG Doborjeh, N Kasabov, ZG Doborjeh, Evolving, dynamic clustering of spatio/spectro-temporal data in 3D spiking neural network models and a case study on EEG ... by Nikola Kasabov last modified Nov 28, 2017 12:23 AM
File Evolving spatio-temporal data machines based on the NeuCube neuromorphic framework: Design methodology and selected applications
N. Kasabov, N. Scott, E.Tu, S. Marks, N.Sengupta, E.Capecci, M.Othman,M. Doborjeh, N.Murli,R.Hartono, J.Espinosa-Ramos, L.Zhou, F.Alvi, G.Wang, D.Taylor, V. ... by Nikola Kasabov last modified Nov 28, 2017 12:29 AM
File N.Sengupta, N. Kasabov, Spike-time encoding as a data compression technique for pattern recognition of temporal data
Information Sciences 406–407 (2017) 133–145. by Nikola Kasabov last modified Nov 21, 2017 04:01 AM
File N. Kasabov, M. Doborjeh, Z. Doborjeh, Mapping, learning, visualisation, classification and understanding of fMRI data in the NeuCube Spatio Temporal Data Machine
IEEE Transactions of Neural Networks and Learning Systems, vol. 28,4, 887-899, 2017, DOI: 10.1109/TNNLS.2016.2612890 by Nikola Kasabov last modified Nov 19, 2017 08:06 AM
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