{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T06:12:02Z","timestamp":1725516722107},"publisher-location":"Berlin, Heidelberg","reference-count":29,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540695721"},{"type":"electronic","value":"9783540697312"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-69731-2_1","type":"book-chapter","created":{"date-parts":[[2008,8,12]],"date-time":"2008-08-12T16:07:43Z","timestamp":1218557263000},"page":"3-10","source":"Crossref","is-referenced-by-count":1,"title":["Input Signals Normalization in Kohonen Neural Networks"],"prefix":"10.1007","author":[{"given":"Andrzej","family":"Bielecki","sequence":"first","affiliation":[]},{"given":"Marzena","family":"Bielecka","sequence":"additional","affiliation":[]},{"given":"Anna","family":"Chmielowiec","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"1_CR1","volume-title":"Introduction to Differentiable Manifolds","author":"L. Auslander","year":"1963","unstructured":"Auslander, L., MacKenzie, R.E.: Introduction to Differentiable Manifolds. McGraw-Hill, New York (1963)"},{"key":"1_CR2","unstructured":"Baran, J.: Self-organizing mappings. In: Rutkowski, L. (ed.) Wydawnictwo Politechniki Cz\u00eastochowskiej, Cze\u0327stochowa, pp. 55\u201381 (1996) (in Polish)"},{"issue":"45","key":"1_CR3","first-page":"25","volume":"4","author":"A. Bielecki","year":"2003","unstructured":"Bielecki, A.: Mathematical foundations of artificial neural networks. Matematyka Stosowana\u00a04(45), 25\u201355 (2003) (in Polish)","journal-title":"Matematyka Stosowana"},{"key":"1_CR4","doi-asserted-by":"publisher","first-page":"1036","DOI":"10.1038\/4351036a","volume":"435","author":"C.E. Connor","year":"2005","unstructured":"Connor, C.E.: Friends and grandmothers. Nature\u00a0435, 1036\u20131037 (2005)","journal-title":"Nature"},{"key":"1_CR5","first-page":"105","volume":"6","author":"P. Demartines","year":"1992","unstructured":"Demartines, P., Blayo, F.: Kohonen self-organizing map: is the normalization necessary? Complex Systems\u00a06, 105\u2013123 (1992)","journal-title":"Complex Systems"},{"key":"1_CR6","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1007\/BF00201800","volume":"67","author":"E. Erwin","year":"1992","unstructured":"Erwin, E., Obermayer, K., Schulten, K.L.: Self-organizing maps: stationary states, metastability and convergence rate. Biological Cybernetics\u00a067, 35\u201345 (1992)","journal-title":"Biological Cybernetics"},{"key":"1_CR7","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1007\/BF00201801","volume":"67","author":"E. Erwin","year":"1992","unstructured":"Erwin, E., Obermayer, K., Schulten, K.L.: Self-organizing maps: ordering, convergence properties and energy functions. Biological Cybernetics\u00a067, 47\u201355 (1992)","journal-title":"Biological Cybernetics"},{"key":"1_CR8","unstructured":"Gancarzewicz, J.: Differential Geometry, PWN, Warszawa (1987) (in Polish)"},{"key":"1_CR9","volume-title":"Introduction to Differential Geometry","author":"J. Gancarzewicz","year":"2003","unstructured":"Gancarzewicz, J., Opozda, B.: Introduction to Differential Geometry. Jagiellonian University Press, Krak\u00f3w (2003) (in Polish)"},{"key":"1_CR10","doi-asserted-by":"publisher","first-page":"59","DOI":"10.1007\/BF00337288","volume":"43","author":"T. Kohonen","year":"1982","unstructured":"Kohonen, T.: Self-organizing formation of topologically correct feature maps. Biological Cybernetics\u00a043, 59\u201369 (1982)","journal-title":"Biological Cybernetics"},{"key":"1_CR11","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1007\/BF00317973","volume":"44","author":"T. Kohonen","year":"1982","unstructured":"Kohonen, T.: Analysis of a simple self-organizing process. Biological Cybernetics\u00a044, 135\u2013140 (1982)","journal-title":"Biological Cybernetics"},{"key":"1_CR12","series-title":"Information Sciences","volume-title":"Self-Organization and Associative Memory","author":"T. Kohonen","year":"1984","unstructured":"Kohonen, T.: Self-Organization and Associative Memory. Information Sciences, vol.\u00a08. Springer, Berlin (1984)"},{"key":"1_CR13","doi-asserted-by":"publisher","first-page":"4910","DOI":"10.1364\/AO.26.004910","volume":"26","author":"T. Kohonen","year":"1987","unstructured":"Kohonen, T.: Adaptive, associative and self-organizing functions in neural computing. Appl. Optics\u00a026, 4910\u20134918 (1987)","journal-title":"Appl. Optics"},{"key":"1_CR14","doi-asserted-by":"publisher","first-page":"1464","DOI":"10.1109\/5.58325","volume":"78","author":"T. Kohonen","year":"1990","unstructured":"Kohonen, T.: The self-organizing maps. Proc. IEEE\u00a078, 1464\u20131480 (1990)","journal-title":"Proc. IEEE"},{"key":"1_CR15","unstructured":"Korbicz, J., Obuchowicz, A., Uci\u0144ski, D.: Artificial Neural Networks - Foundations and Applications, Akademicka Oficyna Wydawnicza, Warszawa (1994) (in Polish)"},{"key":"1_CR16","doi-asserted-by":"publisher","first-page":"115","DOI":"10.1007\/BF02478259","volume":"5","author":"W.S. McCoulloch","year":"1943","unstructured":"McCoulloch, W.S., Pitts, W.H.: A logical calculus of the ideas immanent in nervous activity. Bulletin of Mathematical Biophysics\u00a05, 115\u2013133 (1943)","journal-title":"Bulletin of Mathematical Biophysics"},{"key":"1_CR17","unstructured":"Osowski, S.: Neural Networks - an Algorithmic Approach, WNT, Warszawa (1996) (in Polish)"},{"key":"1_CR18","unstructured":"Osowski, S.: Neural Networks for Information Processing, Oficyna Wydawnicza Politechniki Warszawskiej, Warszawa (2006) (in Polish)"},{"key":"1_CR19","doi-asserted-by":"publisher","first-page":"1002","DOI":"10.1038\/nature03687","volume":"435","author":"R.Q. Quiroga","year":"2005","unstructured":"Quiroga, R.Q., Reddy, L.R., Kreiman, G., Koch, C., Fried, I.: Invariant visual representation by single neurons in the human brain. Nature\u00a0435, 1002\u20131007 (2005)","journal-title":"Nature"},{"key":"1_CR20","unstructured":"Rasiowa, H.: Introduction to Contemporary Mathematics, PWN, Warszawa (1998) (in Polish)"},{"key":"1_CR21","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1007\/BF00205972","volume":"60","author":"H. Ritter","year":"1989","unstructured":"Ritter, H., Schulten, K.: Convergence properties of Kohonen\u2019s topology conserving maps: fluctuations, stability and dimension selection. Biological Cybernetics\u00a060, 59\u201371 (1989)","journal-title":"Biological Cybernetics"},{"key":"1_CR22","unstructured":"Skubalska-Rafaj\u0142owicz, E.: Self-organizing neural networks. In: Duch, W., Korbicz, J., Rutkowski, L., Tadeusiewicz, R. (eds.) Biocybernetics and Biomedical Engineering, Na\u0142e\u0327cz M. - the series editor, Akademicka Oficyna Wydawnicza EXIT, Warszawa, vol.\u00a06, pp. 179\u2013226 (2000) (in Polish)"},{"key":"1_CR23","unstructured":"Sobczak, W., Malina, W.: Methods of selection and information reduction, WNT, Warszawa (1978) (in Polish)"},{"key":"1_CR24","unstructured":"Tadeusiewicz, R.: Neural Networks, Akademicka Oficyna Wydawnicza, Warszawa (1993) (in Polish)"},{"key":"1_CR25","unstructured":"Tadeusiewicz, R.: Biocybernetics Problems, PWN, Warszawa (1994) (in Polish)"},{"key":"1_CR26","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1007\/BF02331345","volume":"64","author":"V.V. Tolat","year":"1990","unstructured":"Tolat, V.V.: An analysis of Kohonen\u2019s self-organizing maps using a system of energy functions. Biological Cybernetics\u00a064, 155\u2013164 (1990)","journal-title":"Biological Cybernetics"},{"key":"1_CR27","doi-asserted-by":"publisher","first-page":"269","DOI":"10.1016\/0006-8993(72)90639-7","volume":"47","author":"S.G. Waxman","year":"1972","unstructured":"Waxman, S.G.: Regional differentation of the axon: A review with special reference to the concept of the multiplex neuron. Brain Research\u00a047, 269\u2013288 (1972)","journal-title":"Brain Research"},{"key":"1_CR28","first-page":"431","volume":"B-194","author":"D.J. Wilshaw","year":"1976","unstructured":"Wilshaw, D.J., Malsburg, C.: How pattern neural connections can be set up by a self-organization. Proc. Royal Society of London\u00a0B-194, 431\u2013445 (1976)","journal-title":"Proc. Royal Society of London"},{"key":"1_CR29","unstructured":"\u017burada, J., Barski, M., Je\u0327druch, W.: Artificial Neural Networks, PWN, Warszawa (1992) (in Polish)"}],"container-title":["Lecture Notes in Computer Science","Artificial Intelligence and Soft Computing \u2013 ICAISC 2008"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-69731-2_1.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,5,19]],"date-time":"2023-05-19T14:45:42Z","timestamp":1684507542000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-69731-2_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540695721","9783540697312"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-69731-2_1","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[]}}