{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,12]],"date-time":"2025-10-12T04:57:18Z","timestamp":1760245038822},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319410081"},{"type":"electronic","value":"9783319410098"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"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":[[2016]]},"DOI":"10.1007\/978-3-319-41009-8_26","type":"book-chapter","created":{"date-parts":[[2016,6,14]],"date-time":"2016-06-14T00:49:28Z","timestamp":1465865368000},"page":"245-252","source":"Crossref","is-referenced-by-count":5,"title":["Spiking Neural Networks Trained with Particle Swarm Optimization for Motor Imagery Classification"],"prefix":"10.1007","author":[{"given":"Ruben","family":"Carino-Escobar","sequence":"first","affiliation":[]},{"given":"Jessica","family":"Cantillo-Negrete","sequence":"additional","affiliation":[]},{"given":"Roberto A.","family":"Vazquez","sequence":"additional","affiliation":[]},{"given":"Josefina","family":"Gutierrez-Martinez","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,6,15]]},"reference":[{"key":"26_CR1","volume-title":"Neural Networks Methodology and Applications","author":"G Dreyfus","year":"2005","unstructured":"Dreyfus, G.: Neural Networks Methodology and Applications. Springer, Heidelberg (2005)"},{"key":"26_CR2","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511815706","volume-title":"Spiking Neuron Models","author":"W Gerstner","year":"2002","unstructured":"Gerstner, W., Kistler, W.M.: Spiking Neuron Models. Cambridge University Press, Cambridge (2002)"},{"issue":"3","key":"26_CR3","doi-asserted-by":"crossref","first-page":"420","DOI":"10.1038\/nn1643","volume":"9","author":"R Gutig","year":"2006","unstructured":"Gutig, R., Sompolinsky, H.: The tempotron: a neuron that learns spike timing-based decisions. Nat. Neurosci. 9(3), 420\u2013428 (2006)","journal-title":"Nat. Neurosci."},{"key":"26_CR4","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1016\/S0925-2312(01)00658-0","volume":"48","author":"SM Bohte","year":"2002","unstructured":"Bohte, S.M., Kok, J.N., Poutr\u00e9, H.L.: Error-backpropagation in temporally encoded networks of spiking neurons. Neurocomputing 48, 17\u201337 (2002)","journal-title":"Neurocomputing"},{"key":"26_CR5","doi-asserted-by":"crossref","first-page":"339","DOI":"10.1016\/S0896-6273(01)00451-2","volume":"32","author":"S Song","year":"2001","unstructured":"Song, S., Abott, L.F.: Cortical development and remapping through spike timing-dependent plasticity. Neuron 32, 339\u2013350 (2001)","journal-title":"Neuron"},{"key":"26_CR6","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1016\/j.neucom.2012.11.059","volume":"148","author":"A Cach\u00f3n","year":"2015","unstructured":"Cach\u00f3n, A., V\u00e1zquez, R.A.: Tuning the parameters of an integrate and fire neuron via a genetic algorithm for solving pattern recognition problems. Neurocomputing 148, 187\u2013197 (2015)","journal-title":"Neurocomputing"},{"key":"26_CR7","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/947098","author":"RA Vazquez","year":"2015","unstructured":"Vazquez, R.A., Garro, B.A.: Training spiking neural models using artificial bee colony. Comput. Intell. Neurosci. (2015). doi: 10.1155\/2015\/947098","journal-title":"Comput. Intell. Neurosci."},{"key":"26_CR8","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/947098","author":"BA Garro","year":"2015","unstructured":"Garro, B.A., V\u00e1zquez, R.A.: Designing artificial neural networks using particle swarm optimization algorithms. Comput. Intell. Neurosci. (2015). doi: 10.1155\/2015\/947098","journal-title":"Comput. Intell. Neurosci."},{"key":"26_CR9","doi-asserted-by":"crossref","unstructured":"Shi, Y., Eberharth, R.C.: A modified particle swarm optimizer. In: Proceedings of IEEE International Conference on Evolutionary Computation, pp. 69\u201373 (1998)","DOI":"10.1109\/ICEC.1998.699146"},{"issue":"1","key":"26_CR10","doi-asserted-by":"crossref","first-page":"58","DOI":"10.1109\/4235.985692","volume":"6","author":"M Clerc","year":"2002","unstructured":"Clerc, M., Kennedy, J.: The particle swarm-explosion, stability and convergence in a multidimensional complex space. IEEE Trans. Evol. Comput. 6(1), 58\u201378 (2002)","journal-title":"IEEE Trans. Evol. Comput."},{"issue":"B","key":"26_CR11","doi-asserted-by":"crossref","first-page":"354","DOI":"10.1016\/j.neuropsychologia.2015.09.012","volume":"79","author":"LM Alonso-Valerdi","year":"2015","unstructured":"Alonso-Valerdi, L.M., Salido-Ruiz, R.A., Ramirez-Mendoza, R.A.: Motor imagery based brain-computer interfaces: an emerging technology to rehabilitate motor deficits. Neuropsychologia 79(B), 354\u2013363 (2015)","journal-title":"Neuropsychologia"},{"key":"26_CR12","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1016\/j.bspc.2013.08.012","volume":"10","author":"P Xu","year":"2014","unstructured":"Xu, P., Liu, T., Zhang, R., Zhang, Y., Yao, D.: Using particle swarm to select frequency band and time interval for feature extraction of EEG based BCI. Biomed. Sig. Process. 10, 289\u2013295 (2014)","journal-title":"Biomed. Sig. Process."},{"key":"26_CR13","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/945729","author":"P Tiwari","year":"2015","unstructured":"Tiwari, P., Ghosh, S., Sinha, R.K.: Classification of two class motor imagery tasks using hybrid GA-PSO based K-means clustering. Comput. Intell. Neurosci. (2015). doi: 10.1155\/2015\/945729","journal-title":"Comput. Intell. Neurosci."},{"key":"26_CR14","doi-asserted-by":"crossref","first-page":"S1523","DOI":"10.3233\/BME-151451","volume":"26","author":"Q Wei","year":"2015","unstructured":"Wei, Q., Wei, Z.: Binary particle swarm optimization for frequency band selection in motor imagery based brain-computer interfaces. Bio-Med. Mater. Eng. 26, S1523\u2013S1532 (2015)","journal-title":"Bio-Med. Mater. Eng."},{"key":"26_CR15","doi-asserted-by":"crossref","first-page":"319","DOI":"10.1016\/j.neucom.2013.03.027","volume":"119","author":"A Atyabi","year":"2013","unstructured":"Atyabi, A., Luerssen, M.H., Powers, D.: PSO-based dimension reduction of EEG recordings: implications for subject transfer in BCI. Neurocomputing 119, 319\u2013331 (2013)","journal-title":"Neurocomputing"},{"key":"26_CR16","unstructured":"BCI competition III. http:\/\/www.bbci.de\/competition\/iii\/desc_IVa.html"},{"issue":"2","key":"26_CR17","doi-asserted-by":"crossref","first-page":"722","DOI":"10.1523\/JNEUROSCI.17-02-00722.1997","volume":"17","author":"C Tallon-Baudry","year":"1997","unstructured":"Tallon-Baudry, C., Bertrand, O., Delpuech, C., Pernier, J.: Oscillatory gamma-band (30\u201370\u00a0Hz) activity induced by a visual search task in humans. J. Neurosci. 17(2), 722\u2013734 (1997)","journal-title":"J. Neurosci."},{"key":"26_CR18","doi-asserted-by":"crossref","first-page":"1569","DOI":"10.1109\/TNN.2003.820440","volume":"14","author":"EM Izhikevich","year":"2003","unstructured":"Izhikevich, E.M.: Simple model of spiking neurons. IEEE Trans. Neural Netw. 14, 1569\u20131572 (2003)","journal-title":"IEEE Trans. Neural Netw."},{"key":"26_CR19","volume-title":"Introductory Statistics","author":"TH Wonnacott","year":"1977","unstructured":"Wonnacott, T.H., Wonnacott, R.: Introductory Statistics. Wiley, New York (1977)"},{"issue":"2","key":"26_CR20","doi-asserted-by":"crossref","first-page":"153","DOI":"10.1109\/TNSRE.2006.875642","volume":"14","author":"B Blankertz","year":"2006","unstructured":"Blankertz, B., et al.: The BCI competition III: validating alternative approaches to actual BCI problems. IEEE Trans. Neural Syst. Rehabil. 14(2), 153\u2013159 (2006)","journal-title":"IEEE Trans. Neural Syst. Rehabil."},{"issue":"3","key":"26_CR21","doi-asserted-by":"crossref","first-page":"1498","DOI":"10.1016\/j.ijleo.2013.09.013","volume":"123","author":"X Yu","year":"2014","unstructured":"Yu, X., Chum, P., Sim, K.B.: Analysis of the effect of PCA for feature reduction in non-stationary EEG based motor imagery of BCI system. Optik-Int. J. Light Electron Opt. 123(3), 1498\u20131502 (2014)","journal-title":"Optik-Int. J. Light Electron Opt."}],"container-title":["Lecture Notes in Computer Science","Advances in Swarm Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-41009-8_26","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,9]],"date-time":"2019-09-09T14:11:53Z","timestamp":1568038313000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-41009-8_26"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319410081","9783319410098"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-41009-8_26","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]}}}