Atıf İçin Kopyala
KALAYCI DEMİR G., Omehmet K.
PATTERN RECOGNITION LETTERS, cilt.26, sa.4, ss.421-431, 2005 (SCI-Expanded)
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Yayın Türü:
Makale / Tam Makale
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Cilt numarası:
26
Sayı:
4
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Basım Tarihi:
2005
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Doi Numarası:
10.1016/j.patrec.2004.08.005
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Dergi Adı:
PATTERN RECOGNITION LETTERS
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Derginin Tarandığı İndeksler:
Science Citation Index Expanded (SCI-EXPANDED), Scopus
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Sayfa Sayıları:
ss.421-431
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Anahtar Kelimeler:
linear discriminant analysis, generalized eigenvalue problem, online local learning, EXTRACTION, NETWORKS
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Dokuz Eylül Üniversitesi Adresli:
Evet
Özet
Online local learning algorithms for a laterally-connected single-layer neural network for performing linear discriminant analysis have been proposed. A convergence proof is provided for the algorithm based on Hebbian learning. The algorithms are simulated and applied to the face recognition problem. (C) 2004 Elsevier B.V. All rights reserved.