Quantum-Inspired Particle Swarm Optimization for Feature Selection and Parameter Optimization in Evolving Spiking Neural Networks for Classification Tasks

Evolutionary Algorithms ◽

10.5772/10545 ◽

2011 ◽

Cited By ~ 2

Author(s):

Haza Nuzly Abdull Hamed ◽

Nikola K. ◽

Siti Mariyam

Keyword(s):

Neural Networks ◽

Feature Selection ◽

Particle Swarm Optimization ◽

Parameter Optimization ◽

Particle Swarm ◽

Spiking Neural Networks ◽

Swarm Optimization ◽

Classification Tasks

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Integrated Feature Selection and Parameter Optimization for Evolving Spiking Neural Networks Using Quantum Inspired Particle Swarm Optimization

2009 International Conference of Soft Computing and Pattern Recognition ◽

10.1109/socpar.2009.139 ◽

2009 ◽

Cited By ~ 11

Author(s):

Haza Nuzly Abdull Hamed ◽

Nikola Kasabov ◽

Siti Mariyam Shamsuddin

Keyword(s):

Neural Networks ◽

Feature Selection ◽

Particle Swarm Optimization ◽

Parameter Optimization ◽

Particle Swarm ◽

Spiking Neural Networks ◽

Swarm Optimization

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PARTICLE SWARM OPTIMIZATION-BASED FEATURE SELECTION AND PARAMETER OPTIMIZATION FOR POWER SYSTEM DISTURBANCES CLASSIFICATION

Applied Artificial Intelligence ◽

10.1080/08839514.2012.721697 ◽

2012 ◽

Vol 26 (9) ◽

pp. 832-861 ◽

Cited By ~ 11

Author(s):

R. Ahila ◽

V. Sadasivam ◽

K. Manimala

Keyword(s):

Feature Selection ◽

Particle Swarm Optimization ◽

Power System ◽

Parameter Optimization ◽

Particle Swarm ◽

Swarm Optimization ◽

Power System Disturbances

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Learning Method of Recurrent Spiking Neural Networks to Realize Various Firing Patterns using Particle Swarm Optimization

Proceedings of the 11th International Joint Conference on Computational Intelligence ◽

10.5220/0008164704790486 ◽

2019 ◽

Author(s):

Yasuaki Kuroe ◽

Hitoshi Iima ◽

Yutaka Maeda

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Spiking Neural Networks ◽

Learning Method ◽

Swarm Optimization ◽

Firing Patterns

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Realization of Fault Tolerance for Spiking Neural Networks with Particle Swarm Optimization

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-319-26535-3_10 ◽

2015 ◽

pp. 79-86

Author(s):

Ruibin Feng ◽

Chi-Sing Leung ◽

Peter Tsang

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Fault Tolerance ◽

Particle Swarm ◽

Spiking Neural Networks ◽

Swarm Optimization

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A Novel Quantum-behaved Particle Swarm Optimization Algorithm and Its Application to Parameter Optimization of Fuzzy Neural Networks

INTERNATIONAL JOURNAL ON Advances in Information Sciences and Service Sciences ◽

10.4156/aiss.vol4.issue22.46 ◽

2012 ◽

Vol 4 (22) ◽

pp. 374-382 ◽

Cited By ~ 2

Author(s):

Jing Zhao ◽

Xinyi Sheng ◽

Jun Sun ◽

Wenbo Xu

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Parameter Optimization ◽

Optimization Algorithm ◽

Particle Swarm Optimization Algorithm ◽

Particle Swarm ◽

Fuzzy Neural Networks ◽

Swarm Optimization ◽

Fuzzy Neural

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Learning Method of Recurrent Spiking Neural Networks by Using Particle Swarm Optimization

Transactions of the Society of Instrument and Control Engineers ◽

10.9746/sicetr.46.685 ◽

2010 ◽

Vol 46 (11) ◽

pp. 685-691

Author(s):

Masahiro YAMAMOTO ◽

Yasuaki KUROE ◽

Hitoshi IIMA

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Spiking Neural Networks ◽

Learning Method ◽

Swarm Optimization

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Feature Selection based on Binary Particle Swarm Optimization and Neural Networks for Pathological Voice Detection

International Journal of Bio-Inspired Computation ◽

10.1504/ijbic.2017.10004331 ◽

2017 ◽

Vol 10 (2) ◽

pp. 1

Author(s):

Washington Costa ◽

Silvana Costa ◽

Micael Souza ◽

Taciana Souza ◽

Vinicius Vieira ◽

...

Keyword(s):

Neural Networks ◽

Feature Selection ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Binary Particle Swarm Optimization ◽

Swarm Optimization ◽

Voice Detection ◽

Pathological Voice

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Audio-visual emotion recognition using FCBF feature selection method and particle swarm optimization for fuzzy ARTMAP neural networks

Multimedia Tools and Applications ◽

10.1007/s11042-015-3180-6 ◽

2016 ◽

Vol 76 (2) ◽

pp. 2331-2352 ◽

Cited By ~ 15

Author(s):

Davood Gharavian ◽

Mehdi Bejani ◽

Mansour Sheikhan

Keyword(s):

Neural Networks ◽

Feature Selection ◽

Particle Swarm Optimization ◽

Emotion Recognition ◽

Particle Swarm ◽

Feature Selection Method ◽

Selection Method ◽

Fuzzy Artmap ◽

Swarm Optimization

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String Pattern Recognition Using Evolving Spiking Neural Networks and Quantum Inspired Particle Swarm Optimization

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-10684-2_68 ◽

2009 ◽

pp. 611-619 ◽

Cited By ~ 13

Author(s):

Haza Nuzly Abdull Hamed ◽

Nikola Kasabov ◽

Zbynek Michlovský ◽

Siti Mariyam Shamsuddin

Keyword(s):

Neural Networks ◽

Pattern Recognition ◽

Particle Swarm Optimization ◽

Particle Swarm ◽

Spiking Neural Networks ◽

Swarm Optimization ◽

String Pattern

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Spiking Neural Networks Trained with Particle Swarm Optimization for Motor Imagery Classification

Lecture Notes in Computer Science - Advances in Swarm Intelligence ◽

10.1007/978-3-319-41009-8_26 ◽

2016 ◽

pp. 245-252 ◽

Cited By ~ 2

Author(s):

Ruben Carino-Escobar ◽

Jessica Cantillo-Negrete ◽

Roberto A. Vazquez ◽

Josefina Gutierrez-Martinez

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Motor Imagery ◽

Particle Swarm ◽

Spiking Neural Networks ◽

Swarm Optimization

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