Browsing Cognitive & Neural Systems by Author "Caglayan, Alper K."

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Browsing Cognitive & Neural Systems by Author "Caglayan, Alper K."

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  • Gonsalves, Paul G.; Snorrason, Magnus; Caglayan, Alper K. (Boston University Center for Adaptive Systems and Department of Cognitive and Neural Systems, 1993-01)
    Training data for supervised learning neural networks can be clustered such that the input/output pairs in each cluster are redundant. Redundant training data can adversely affect training time. In this paper we apply two ...
  • Caglayan, Alper K.; Snorrason, Magnus (Boston University Center for Adaptive Systems and Department of Cognitive and Neural Systems, 1993-01)
    In this paper, we introduce the Generalized Equality Classifier (GEC) for use as an unsupervised clustering algorithm in categorizing analog data. GEC is based on a formal definition of inexact equality originally developed ...

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