On modifications of Kohonen's feature map algorithm for an efficient parallel implementation

dc.contributor.author	Βασιλάς, Νικόλαος	el
dc.contributor.author	Thiran, P.	en
dc.contributor.author	Ienne, P.	en
dc.date.accessioned	2015-05-13T20:59:48Z
dc.date.issued	2015-05-13
dc.identifier.uri	http://hdl.handle.net/11400/10334
dc.rights	Αναφορά Δημιουργού-Μη Εμπορική Χρήση-Όχι Παράγωγα Έργα 3.0 Ηνωμένες Πολιτείες	*
dc.rights.uri	http://creativecommons.org/licenses/by-nc-nd/3.0/us/	*
dc.source	http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=549022&abstractAccess=no&userType=inst	en
dc.subject	σύγκλιση
dc.subject	επεξεργασία των παρτίδων
dc.subject	παράλληλοι αλγόριθμοι
dc.subject	αυτο-οργανούμενοι χάρτες
dc.subject	αναγνώρισης ομιλίας
dc.subject	Convergence
dc.subject	Electronic data processing--Batch processing
dc.subject	Parallel algorithms
dc.subject	Self-organizing maps
dc.subject	Automatic speech recognition
dc.title	On modifications of Kohonen's feature map algorithm for an efficient parallel implementation	en
heal.type	conferenceItem
heal.generalDescription	σε έντυπη μορφή στο γραφείο μου	el
heal.classification	Τεχνολογία
heal.classification	Πληροφορική
heal.classification	Technology
heal.classification	Computer science
heal.classificationURI	N/A-Τεχνολογία
heal.classificationURI	N/A-Πληροφορική
heal.classificationURI	http://id.loc.gov/authorities/subjects/sh85133147
heal.classificationURI	http://skos.um.es/unescothes/C00750
heal.keywordURI	http://id.loc.gov/authorities/subjects/sh85031692
heal.keywordURI	http://id.loc.gov/authorities/subjects/sh85042289
heal.keywordURI	http://id.loc.gov/authorities/subjects/sh98003394
heal.keywordURI	http://id.loc.gov/authorities/subjects/sh99004370
heal.keywordURI	http://id.loc.gov/authorities/subjects/sh85010109
heal.identifier.secondary	DOI: 10.1109/ICNN.1996.549022
heal.dateAvailable	10000-01-01
heal.language	en
heal.access	forever
heal.recordProvider	Τεχνολογικό Εκπαιδευτικό Ίδρυμα Αθήνας. Σχολή Τεχνολογικών Εφαρμογών. Τμήμα Μηχανικών Πληροφορικής Τ.Ε.	el
heal.publicationDate	1996-06
heal.bibliographicCitation	Vassilas, N. Thiran, P. and Ienne, P. (1996) On modifications of Kohonen's feature map algorithm for an efficient parallel implementation. Proc. IEEE ICNN. pp.932-937. Washington: IEEE	en
heal.abstract	Two new variants of Kohonen's self-organizing feature maps based on batch processing are presented in this work. The purpose is to make available a finer grain of parallelism to be used in massively parallel systems. Ordering and convergence to asymptotic values for 1-D maps and 1-D continuous input and weight spaces are proved for both variants. Simulation on uniform 2-D data using 1-D and 2-D maps as well as simulations on 12-D speech data using 2-D maps are also presented to back the theoretical results.	en
heal.publisher	IEEE	en
heal.fullTextAvailability	false
heal.conferenceName	Proc. IEEE ICNN	en
heal.conferenceItemType	other