메뉴 건너뛰기




Volumn 7, Issue 11 A, 2011, Pages 114-124

Quantum-inspired particle swarm optimisation for integrated feature and parameter optimisation of evolving spiking neural networks

Author keywords

Classification; Evolutionary algorithms; Particle swarm optimisation; Quantum computation; Spiking neural networks

Indexed keywords


EID: 80052138244     PISSN: 09740635     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (30)

References (30)
  • 2
    • 0036826068 scopus 로고    scopus 로고
    • Error-Backpropagation in temporally encoded networks of spiking neurons
    • Bohte, S.M., Kok, J.N., and Poutre, H.L., 2002, Error-Backpropagation in Temporally Encoded Networks of Spiking Neurons, Neurocomputing, 48(1-4), 17-37.
    • (2002) Neurocomputing , vol.48 , Issue.1-4 , pp. 17-37
    • Bohte, S.M.1    Kok, J.N.2    Poutre, H.L.3
  • 7
    • 0004017463 scopus 로고    scopus 로고
    • Spiking neuron models
    • Cambridge University Press, New York, NY, USA
    • Gerstner, W., and Kistler W., 2002, Spiking Neuron Models, Cambridge University Press, New York, NY, USA.
    • (2002)
    • Gerstner, W.1    Kistler, W.2
  • 9
    • 77649285557 scopus 로고    scopus 로고
    • Integrated feature selection and parameter optimisation for evolving spiking neural networks using quantum inspired particle swarm optimization
    • Malacca, Malaysia
    • Hamed, H.N.A., Kasabov, N., and Shamsuddin, S. M., 2009, Integrated Feature Selection and Parameter Optimisation for Evolving Spiking Neural Networks Using Quantum Inspired Particle Swarm Optimisation, Proceedings of the International Conference of Soft Computing and Pattern Recognition, Malacca, Malaysia, 695-698.
    • (2009) Proceedings of the International Conference of Soft Computing and Pattern Recognition , pp. 695-698
    • Hamed, H.N.A.1    Kasabov, N.2    Shamsuddin, S.M.3
  • 10
    • 0033666472 scopus 로고    scopus 로고
    • Genetic quantum algorithm and its application to combinatorial optimization problem
    • La Jolla, CA, USA
    • Han, K.H., and Kim, J.H., 2000, Genetic Quantum Algorithm and its Application to Combinatorial Optimization Problem, Proceedings of 2000 Congress on Evolutionary Computation, La Jolla, CA, USA, 1354-1360.
    • (2000) Proceedings of 2000 Congress On Evolutionary Computation , pp. 1354-1360
    • Han, K.H.1    Kim, J.H.2
  • 11
    • 0004014978 scopus 로고    scopus 로고
    • Quantum computing
    • Springer, Springer-Verlag, New York, NY, USA
    • Hirvensalo, M., 2004, Quantum Computing, Springer, Springer-Verlag, New York, NY, USA.
    • (2004)
    • Hirvensalo, M.1
  • 14
    • 0031381525 scopus 로고    scopus 로고
    • Wrappers for feature subset selection
    • John, G., and Kohavi, R., 1997, Wrappers for Feature Subset Selection, Artificial Intelligence, 97(1-2), 273-324.
    • (1997) Artificial Intelligence , vol.97 , Issue.1-2 , pp. 273-324
    • John, G.1    Kohavi, R.2
  • 16
    • 70649084995 scopus 로고    scopus 로고
    • To spike or not to spike: A probabilistic spiking neural model
    • Kasabov, N., 2010, To Spike or Not To Spike: A Probabilistic Spiking Neural Model, Neural Networks, 23(1), 16-19.
    • (2010) Neural Networks , vol.23 , Issue.1 , pp. 16-19
    • Kasabov, N.1
  • 17
    • 70349115034 scopus 로고    scopus 로고
    • Analysis of synaptic transmission and its plasticity by glutamate receptor channel kinetics models and 2-photon laser photolysis
    • Auckland, New Zealand
    • Kojima, H., and Katsumata, S., 2008, Analysis of Synaptic Transmission and Its Plasticity by Glutamate Receptor Channel Kinetics Models and 2-Photon Laser Photolysis, Proceedings of International Conference on Neural Information Processing, Auckland, New Zealand, 88-94.
    • (2008) Proceedings of International Conference On Neural Information Processing , pp. 88-94
    • Kojima, H.1    Katsumata, S.2
  • 19
    • 51249194645 scopus 로고
    • Logical calculus of the ideas immanent in nervous activity
    • McCulloch, W.S., and Pitts, W. A., 1943, Logical Calculus of the Ideas Immanent in Nervous Activity, Bulletin of Mathematical Biology, 5(4), 115-133.
    • (1943) Bulletin of Mathematical Biology , vol.5 , Issue.4 , pp. 115-133
    • McCulloch, W.S.1    Pitts, W.A.2
  • 21
    • 84861593360 scopus 로고    scopus 로고
    • Quantum computation and quantum information
    • Cambridge University Press, New York, NY, USA
    • Nielsen, M.A., and L. Chuang, I.L., 2000, Quantum Computation and Quantum Information, Cambridge University Press, New York, NY, USA.
    • (2000)
    • Nielsen, M.A.1    Chuang, I.L.L.2
  • 22
    • 68149171764 scopus 로고    scopus 로고
    • Integrated feature and parameter optimisation for an evolving spiking neural network: Exploring heterogeneous probabilistic models
    • Schliebs, S., Defoin-Platel, M., Worner, S., and Kasabov, N., 2009, Integrated Feature and Parameter Optimisation for an Evolving Spiking Neural Network: Exploring Heterogeneous Probabilistic Models, Neural Networks, 22(5-6), 623-632.
    • (2009) Neural Networks , vol.22 , Issue.5-6 , pp. 623-632
    • Schliebs, S.1    Defoin-Platel, M.2    Worner, S.3    Kasabov, N.4
  • 25
    • 4344586511 scopus 로고    scopus 로고
    • Particle swarm optimization with particles having quantum behavior
    • Portland, Oregon, USA
    • Sun, J., Feng, B., and Xu, W., 2004, Particle Swarm Optimization with Particles Having Quantum Behavior, Proceedings of Congress on Evolutionary Computation, Portland, Oregon, USA, 325-331.
    • (2004) Proceedings of Congress On Evolutionary Computation , pp. 325-331
    • Sun, J.1    Feng, B.2    Xu, W.3
  • 26
  • 27
    • 80052139574 scopus 로고    scopus 로고
    • How can the human visual system process a natural scene in under 150ms? experiments and neural network models
    • Verleysen, M. (ed.), D-Facto public, Bruges, Belgium
    • Thorpe, S.J., 1997, How Can the Human Visual System Process a Natural Scene in Under 150ms? Experiments and Neural Network Models, In: Proceedings of European Symposium on Artificial Neural Networks, Verleysen, M. (ed.), D-Facto public, Bruges, Belgium.
    • (1997) Proceedings of European Symposium on Artificial Neural Networks
    • Thorpe, S.J.1
  • 30
    • 47849122135 scopus 로고    scopus 로고
    • Fast and Adaptive Network of Spiking Neurons for Multi-view Visual Pattern Recognition
    • Wysoski, S., Benuskova, L., and Kasabov, N., 2008, Fast and Adaptive Network of Spiking Neurons for Multi-view Visual Pattern Recognition, Neurocomputing, 71(13-15), 2563-75.
    • (2008) Neurocomputing , vol.71 , Issue.13-15 , pp. 2563-2575
    • Wysoski, S.1    Benuskova, L.2    Kasabov, N.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.