{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,6]],"date-time":"2024-09-06T00:52:21Z","timestamp":1725583941206},"publisher-location":"Berlin, Heidelberg","reference-count":19,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642215148"},{"type":"electronic","value":"9783642215155"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011]]},"DOI":"10.1007\/978-3-642-21515-5_29","type":"book-chapter","created":{"date-parts":[[2011,5,30]],"date-time":"2011-05-30T11:33:45Z","timestamp":1306755225000},"page":"242-249","source":"Crossref","is-referenced-by-count":13,"title":["Training Spiking Neurons by Means of Particle Swarm Optimization"],"prefix":"10.1007","author":[{"given":"Roberto A.","family":"V\u00e1zquez","sequence":"first","affiliation":[]},{"given":"Beatriz A.","family":"Garro","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"29_CR1","doi-asserted-by":"crossref","unstructured":"Garro, B.A., Sossa, H., Vazquez, R.A.: Design of Artificial Neural Networks using a Modified Particle Swarm Optimization Algorithm. IJCNN, 938\u2013945 (2009)","DOI":"10.1109\/IJCNN.2009.5178918"},{"issue":"9","key":"29_CR2","doi-asserted-by":"publisher","first-page":"1659","DOI":"10.1016\/S0893-6080(97)00011-7","volume":"10","author":"W. Maass","year":"1997","unstructured":"Maass, W.: Networks of spiking neurons: the third generation of neural network models. Neural Networks\u00a010(9), 1659\u20131671 (1997)","journal-title":"Neural Networks"},{"key":"29_CR3","first-page":"2076","volume":"4","author":"S. Loiselle","year":"2005","unstructured":"Loiselle, S., Rouat, J., Pressnitzer, D., Thorpe, S.: Exploration of rank order coding with spiking neural networks for speech recognition. IJCNN\u00a04, 2076\u20132080 (2005)","journal-title":"IJCNN"},{"issue":"60","key":"29_CR4","doi-asserted-by":"publisher","first-page":"857","DOI":"10.1016\/j.neucom.2004.01.138","volume":"58","author":"S.J. Thorpe","year":"2004","unstructured":"Thorpe, S.J., Guyonneau, R., et al.: SpikeNet: Real-time visual processing with one spike per neuron. Neurocomputing\u00a058(60), 857\u2013864 (2004)","journal-title":"Neurocomputing"},{"issue":"3","key":"29_CR5","doi-asserted-by":"publisher","first-page":"243","DOI":"10.1177\/1059712302010003006","volume":"10","author":"E.A. Paolo Di","year":"2002","unstructured":"Di Paolo, E.A.: Spike-timing dependent plasticity for evolved robots. Adaptive Behavior\u00a010(3), 243\u2013263 (2002)","journal-title":"Adaptive Behavior"},{"issue":"6","key":"29_CR6","doi-asserted-by":"publisher","first-page":"1569","DOI":"10.1109\/TNN.2003.820440","volume":"14","author":"E.M. Izhikevich","year":"2003","unstructured":"Izhikevich, E.M.: Simple model of spiking neurons. IEEE Trans. on Neural Networks\u00a014(6), 1569\u20131572 (2003)","journal-title":"IEEE Trans. on Neural Networks"},{"key":"29_CR7","volume-title":"Dynamical Systems in Neuroscience: The Geometry of Excitability and Bursting","author":"E.M. Izhikevich","year":"2007","unstructured":"Izhikevich, E.M.: Dynamical Systems in Neuroscience: The Geometry of Excitability and Bursting. The MIT press, Cambridge (2007)"},{"key":"29_CR8","volume-title":"UCI repository of machine learning databases","author":"P.M. Murphy","year":"1994","unstructured":"Murphy, P.M., Aha, D.W.: UCI repository of machine learning databases. Dept. Inf. Comput. Sci., Univ. California, Irvine (1994)"},{"issue":"3","key":"29_CR9","doi-asserted-by":"publisher","first-page":"189","DOI":"10.1007\/s11063-008-9089-6","volume":"28","author":"R.A. Vazquez","year":"2008","unstructured":"Vazquez, R.A., Sossa, H.: A new associative model with dynamical synapses. Neural Processing Letters\u00a028(3), 189\u2013207 (2008)","journal-title":"Neural Processing Letters"},{"key":"29_CR10","doi-asserted-by":"crossref","unstructured":"Vazquez, R.A., Cachon, A.: Integrate and fire neurons and their application in pattern recognition. In: Proceedings of the 7th CCE, pp. 424\u2013428 (2010)","DOI":"10.1109\/ICEEE.2010.5608622"},{"key":"29_CR11","doi-asserted-by":"crossref","unstructured":"Kennedy, J., Eberhart, R.: Particle Swarm Optimization. In: Proceedings of IEEE International Conference on Neural Networks, vol.\u00a0IV, pp. 1942\u20131948 (1995)","DOI":"10.1109\/ICNN.1995.488968"},{"key":"29_CR12","doi-asserted-by":"publisher","first-page":"2805","DOI":"10.1016\/j.eswa.2008.01.061","volume":"36","author":"L. Zhao","year":"2009","unstructured":"Zhao, L., Yang, Y.: PSO-Based Single Multiplicative Neuron Model for Time Series Prediction. Expert Systems with Applications\u00a036, 2805\u20132812 (2009)","journal-title":"Expert Systems with Applications"},{"key":"29_CR13","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1007\/s11063-007-9053-x","volume":"26","author":"J. Yu","year":"2007","unstructured":"Yu, J., et al.: An Improved Particle Swarm Optimization for Evolving Feedforward Artificial Neural Networks. Neural Processing Letters\u00a026, 217\u2013231 (2007)","journal-title":"Neural Processing Letters"},{"key":"29_CR14","doi-asserted-by":"crossref","unstructured":"Gudise, V.G., Venayagamoorthy, G.K.: Comparison of particle swarm optimization and backpropagation as training algorithms for neural networks. In: Proceedings of the IEEE Swarm Intelligence Symposium, pp. 110\u2013117 (2003)","DOI":"10.1109\/SIS.2003.1202255"},{"key":"29_CR15","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"423","DOI":"10.1007\/978-3-642-16952-6_43","volume-title":"Advances in Artificial Intelligence \u2013 IBERAMIA 2010","author":"R.A. V\u00e1zquez","year":"2010","unstructured":"V\u00e1zquez, R.A.: Pattern recognition using spiking neurons and firing rates. In: Kuri-Morales, A., Simari, G.R. (eds.) IBERAMIA 2010. LNCS, vol.\u00a06433, pp. 423\u2013432. Springer, Heidelberg (2010)"},{"key":"29_CR16","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"611","DOI":"10.1007\/978-3-642-10684-2_68","volume-title":"Neural Information Processing","author":"H.N. Hamed","year":"2009","unstructured":"Hamed, H.N., Kasabov, N., Michlovsk\u00fd, Z., Shamsuddin, S.M.: String Pattern Recognition Using Evolving Spiking Neural Networks and Quantum Inspired Particle Swarm Optimization. In: Leung, C.S., Lee, M., Chan, J.H. (eds.) ICONIP 2009. LNCS, vol.\u00a05864, pp. 611\u2013619. Springer, Heidelberg (2009)"},{"key":"29_CR17","doi-asserted-by":"crossref","unstructured":"Kamoi, S., et al.: Pulse Pattern Training of Spiking Neural Networks Using Improved Genetic Algorithm. In: Proceedings of the IEEE CIRA, pp. 977 \u2013 981 (2003)","DOI":"10.1109\/CIRA.2003.1222312"},{"key":"29_CR18","doi-asserted-by":"crossref","unstructured":"Hong, S., et al.: A Cooperative Method for Supervised Learning in Spiking Neural Networks. In: 14th CSCWD, pp. 22\u201326 (2010)","DOI":"10.1109\/CSCWD.2010.5472007"},{"key":"29_CR19","first-page":"35","volume":"11","author":"R.A. Vazquez","year":"2010","unstructured":"Vazquez, R.A.: Izhikevich Neuron Model and its Application in Pattern Recognition. Australian Journal of Intelligent Information Processing Systems\u00a011, 35\u201340 (2010)","journal-title":"Australian Journal of Intelligent Information Processing Systems"}],"container-title":["Lecture Notes in Computer Science","Advances in Swarm Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-21515-5_29","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,3,27]],"date-time":"2019-03-27T23:07:57Z","timestamp":1553728077000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-21515-5_29"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642215148","9783642215155"],"references-count":19,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-21515-5_29","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2011]]}}}