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1

SPAN: SPIKE PATTERN ASSOCIATION NEURON FOR LEARNING SPATIO-TEMPORAL SPIKE PATTERNS

MOHEMMED, AMMAR, SCHLIEBS, STEFAN, MATSUDA, SATOSHI, KASABOV, NIKOLA

Journal:

International Journal of Neural Systems

Year:

2012

Language:

english

File:

PDF, 719 KB

english, 2012

2

Evolving spatio-temporal data machines based on the NeuCube neuromorphic framework: Design methodology and selected applications

Kasabov, Nikola, Scott, Nathan Matthew, Tu, Enmei, Marks, Stefan, Sengupta, Neelava, Capecci, Elisa, Othman, Muhaini, Doborjeh, Maryam Gholami, Murli, Norhanifah, Hartono, Reggio, Espinosa-Ramos, Josa

Journal:

Neural Networks

Year:

2015

Language:

english

File:

PDF, 4.49 MB

english, 2015

3

Integrated feature and parameter optimization for an evolving spiking neural network: Exploring heterogeneous probabilistic models

Stefan Schliebs, Michaël Defoin-Platel, Sue Worner, Nikola Kasabov

Journal:

Neural Networks

Year:

2009

Language:

english

File:

PDF, 10.10 MB

english, 2009

4

Observer Architecture of Program Visualization

Amruth Kumar, Stefan Kasabov

Journal:

Electronic Notes in Theoretical Computer Science

Year:

2007

Language:

english

File:

PDF, 487 KB

english, 2007

5

[IEEE 2007 IEEE Congress on Evolutionary Computation - Singapore (2007.09.25-2007.09.28)] 2007 IEEE Congress on Evolutionary Computation - A versatile quantum-inspired evolutionary algorithm

Defoin Platel, Michael, Schliebs, Stefan, Kasabov, Nikola

Year:

2007

Language:

english

File:

PDF, 3.60 MB

english, 2007

6

Training spiking neural networks to associate spatio-temporal input–output spike patterns

Mohemmed, Ammar, Schliebs, Stefan, Matsuda, Satoshi, Kasabov, Nikola

Journal:

Year:

2013

Language:

english

File:

PDF, 698 KB

english, 2013

7

Evolving spiking neural network—a survey

Stefan Schliebs, Nikola Kasabov

Journal:

Evolving Systems

Year:

2013

Language:

english

File:

PDF, 639 KB

english, 2013

8

[IEEE 2011 International Joint Conference on Neural Networks (IJCNN 2011 - San Jose) - San Jose, CA, USA (2011.07.31-2011.08.5)] The 2011 International Joint Conference on Neural Networks - Are probabilistic spiking neural networks suitable for reservoir computing?

Schliebs, Stefan, Mohemmed, Ammar, Kasabov, Nikola

Year:

2011

Language:

english

File:

PDF, 1.60 MB

english, 2011

9

[IEEE 2011 International Joint Conference on Neural Networks (IJCNN 2011 - San Jose) - San Jose, CA, USA (2011.07.31-2011.08.5)] The 2011 International Joint Conference on Neural Networks - Optimization of Spiking Neural Networks with dynamic synapses for spike sequence generation using PSO

Mohemmed, Ammar, Matsuda, Satoshi, Schliebs, Stefan, Dhoble, Kshitij, Kasabov, Nikola

Year:

2011

Language:

english

File:

PDF, 832 KB

english, 2011

10

[IEEE 2010 International Joint Conference on Neural Networks (IJCNN) - Barcelona, Spain (2010.07.18-2010.07.23)] The 2010 International Joint Conference on Neural Networks (IJCNN) - Analyzing the dynamics of the simultaneous feature and parameter optimization of an evolving Spiking Neural Network

Schliebs, Stefan, Defoin-Platel, Michael, Kasabov, Nikola

Year:

2010

Language:

english

File:

PDF, 1.09 MB

english, 2010

11

[IEEE 2009 International Joint Conference on Neural Networks (IJCNN 2009 - Atlanta) - Atlanta, Ga, USA (2009.06.14-2009.06.19)] 2009 International Joint Conference on Neural Networks - Quantum-inspired feature and parameter optimisation of evolving spiking neural networks with a case study from ecological modeling

Schliebs, Stefan, Platel, Michael Defoin, Worner, Sue, Kasabov, Nikola

Year:

2009

Language:

english

File:

PDF, 1.91 MB

english, 2009

12

ON THE PROBABILISTIC OPTIMIZATION OF SPIKING NEURAL NETWORKS

SCHLIEBS, STEFAN, KASABOV, NIKOLA, DEFOIN-PLATEL, MICHAËL

Journal:

International Journal of Neural Systems

Year:

2010

Language:

english

File:

PDF, 759 KB

english, 2010