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Incremental class learning approach and its application to handwritten digit recognition

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Publication:1858415
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DOI10.1016/S0020-0255(02)00170-6zbMath1008.68585OpenAlexW2043798298MaRDI QIDQ1858415

Jacek Mańdziuk, Lokendra Shastri

Publication date: 13 February 2003

Published in: Information Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0020-0255(02)00170-6

zbMATH Keywords

pattern recognitionneural networksupervised learninghandwritten digit recognitioncatastrophic interference problemincremental class learningspatio-temporalrepresentation


Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10) Computing methodologies and applications (68U99)


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Achieving a compromise between performance and complexity of structure: an incremental approach, Risk-sensitive loss functions for sparse multi-category classification problems



Cites Work

  • Self-organized formation of topologically correct feature maps
  • A massively parallel architecture for a self-organizing neural pattern recognition machine
  • Unnamed Item
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