{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,6]],"date-time":"2025-11-06T00:46:50Z","timestamp":1762390010819,"version":"3.41.0"},"reference-count":17,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2001,6,1]],"date-time":"2001-06-01T00:00:00Z","timestamp":991353600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2001,6,1]],"date-time":"2001-06-01T00:00:00Z","timestamp":991353600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neural Processing Letters"],"published-print":{"date-parts":[[2001,6]]},"DOI":"10.1023\/a:1011353011837","type":"journal-article","created":{"date-parts":[[2002,12,23]],"date-time":"2002-12-23T20:50:38Z","timestamp":1040676638000},"page":"237-251","source":"Crossref","is-referenced-by-count":36,"title":["Temporal Kohonen Map and the Recurrent Self-Organizing Map: Analytical and Experimental Comparison"],"prefix":"10.1007","volume":"13","author":[{"given":"Markus","family":"Varsta","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jukka","family":"Heikkonen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jouko","family":"Lampinen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jos\u00e9 Del R.","family":"Mill\u00e1n","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"319515_CR1","doi-asserted-by":"crossref","unstructured":"Bishop, C. M.: Neural Networks for Pattern Recognition, Oxford University Press, (1995).","DOI":"10.1093\/oso\/9780198538493.001.0001"},{"key":"319515_CR2","doi-asserted-by":"crossref","unstructured":"Carpinteiro, O. A. S.: A hierarchical self-organizing map model for sequence recognition, In: Proceedings of ICANN '98, September (1998), pp. 816-820.","DOI":"10.1007\/978-1-4471-1599-1_126"},{"key":"319515_CR3","doi-asserted-by":"crossref","first-page":"441","DOI":"10.1016\/0893-6080(93)90011-K","volume":"6","author":"G. J. Chappel","year":"1993","unstructured":"Chappel, G. J. and Taylor, J. G.: The temporal Kohenen map, Neural Networks, 6 (1993), 441-445","journal-title":"Neural Networks"},{"key":"319515_CR4","first-page":"246","volume-title":"Proceedings of WSOM '97, Workshop on Self-Organizing Maps","author":"M. Cottrell","year":"1997","unstructured":"Cottrell, M.: Theoretical aspects of the som algorithm, In: Proceedings of WSOM '97, Workshop on Self-Organizing Maps, Helsinki University of Technology, Neural Networks Research Centre, Espoo, Finland, June (1997), pp. 246-267."},{"key":"319515_CR5","doi-asserted-by":"crossref","first-page":"119","DOI":"10.1016\/S0925-2312(98)00034-4","volume":"21","author":"M. Cottrell","year":"1998","unstructured":"Cottrell, M.: Theoretical aspects of the som algorithm, Neurocomputing, 21 (1998), 119-138.","journal-title":"Neurocomputing"},{"key":"319515_CR6","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1007\/BF00201801","volume":"67","author":"E. Erwin","year":"1992","unstructured":"Erwin, E., Obermeyer, K. and Schulten, K.: Self-organizing maps: ordering, convergence properties and energy functions, Biological Cybenetics, 67 (1992), 47-55.","journal-title":"Biological Cybenetics"},{"key":"319515_CR7","volume-title":"On the Analysis of Pattern Sequences by Self-OrganizingMaps","author":"J. Kangas","year":"1994","unstructured":"Kangas, J.: On the Analysis of Pattern Sequences by Self-OrganizingMaps, PhD thesis, Helsinki University of Technology, Espoo, Finland, (1994)."},{"key":"319515_CR8","doi-asserted-by":"crossref","first-page":"1357","DOI":"10.1016\/B978-0-444-89178-5.50088-9","volume-title":"Artificial Neural Networks","author":"T. Kohenen","year":"1991","unstructured":"Kohenen, T.: The hypermap architecture, In: T. Kohenen, K. M\u00cckisara, O. Simula and J. Kangas, (eds), Artificial Neural Networks, Vol. II, Amsterdam, Netherlands, North-Holland, (1991), pp. 1357-1360."},{"key":"319515_CR9","first-page":"1147","volume-title":"Proceedings of the ICNN '93, International Conference on Neural Networks","author":"T. Kohenen","year":"1993","unstructured":"Kohenen, T.: Things you have'nt heard about the Self-Organizing Map, In: Proceedings of the ICNN '93, International Conference on Neural Networks, Piscataway, NJ, IEEE, IEEE Service Center, (1993), pp. 1147-1156."},{"key":"319515_CR10","doi-asserted-by":"crossref","unstructured":"Kohenen, T.: Self-Organizing Maps, Vol. 30 of Lecture Notes in Information Sciences, Springer, 2nd Edn, (1997).","DOI":"10.1007\/978-3-642-97966-8"},{"issue":"1","key":"319515_CR11","first-page":"60","volume":"2","author":"T. Koskela","year":"1998","unstructured":"Koskela, T., Varsta, M., Heikkonen, J. and Kaski, K.: Prediction using rsom with local linear models, Int Journal of Knowledge-Based Intelligent Engineering Systems, 2(1) (1998), 60-68.","journal-title":"Int Journal of Knowledge-Based Intelligent Engineering Systems"},{"key":"319515_CR12","doi-asserted-by":"crossref","first-page":"287","DOI":"10.1044\/jshr.3502.287","volume":"35","author":"L. Leinonen","year":"1992","unstructured":"Leinonen, L., Kangas, J., Torkkola, K. and Juvas, A.: Dysphonia detected by pattern recognition of spectral composition, J. Speech and Hearing Res., 35 April (1992), 287-295.","journal-title":"J. Speech and Hearing Res."},{"key":"319515_CR13","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/0167-8655(89)90011-1","volume":"10","author":"S. P. Luttrell","year":"1989","unstructured":"Luttrell, S. P.: Image compression using a multilayer neural network, Pattern Recognition Letters, 10 (1989), 1-7.","journal-title":"Pattern Recognition Letters"},{"key":"319515_CR14","unstructured":"Proakis, G. and Manolakis, D. G.: Digital Signal Processing: Principles, Algorithms, and Applications, Macmillan Publishing Company, (1992)."},{"key":"319515_CR15","first-page":"847","volume-title":"Artificial Neural Networks","author":"V. Tryba","year":"1991","unstructured":"Tryba, V. and Goser, K.: Self-Organizing Feature Maps for process control in chemistry. In: T. Kohonen, K. M\u00cckisara, O. Simula and J. Kangas, (eds), Artificial Neural Networks, Amsterdam, Netherlands, North-Holland, (1991), pp. 847-852."},{"key":"319515_CR16","isbn-type":"print","volume-title":"Proceedings of the ICANN '97","author":"M. Varsta","year":"1997","unstructured":"Varsta, M., del Ruiz Mill\u00e4n, J. and Heikkonen, J.: A recurrent self-organizing map for temporal sequence processing, In: Proceedings of the ICANN '97, Springer-Verlag, Berlin, Heidelberg, New York, October 1997. ISBN 3-540-63631-5.","ISBN":"https:\/\/id.crossref.org\/isbn\/3540636315"},{"key":"319515_CR17","unstructured":"Varsta, M., Heikkonen, J. and del Ruiz Mill\u00e4n, J.: Context learning with the self organizing map, In: Proceedings of WSOM '97, Workshop on Self-Organizing Maps, Helsinki University of Technology, Neural Networks Research Centre, June 1997."}],"container-title":["Neural Processing Letters"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1023\/A:1011353011837.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1023\/A:1011353011837\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1023\/A:1011353011837.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,12]],"date-time":"2025-06-12T09:24:00Z","timestamp":1749720240000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1023\/A:1011353011837"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2001,6]]},"references-count":17,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2001,6]]}},"alternative-id":["319515"],"URL":"https:\/\/doi.org\/10.1023\/a:1011353011837","relation":{},"ISSN":["1370-4621","1573-773X"],"issn-type":[{"type":"print","value":"1370-4621"},{"type":"electronic","value":"1573-773X"}],"subject":[],"published":{"date-parts":[[2001,6]]}}}