Cogito componentiter ergo sum

  • Authors:
  • Lars Kai Hansen;Ling Feng

  • Affiliations:
  • Informatics and Mathematical Modelling, Technical University of Denmark, Kgs. Lyngby, Denmark;Informatics and Mathematical Modelling, Technical University of Denmark, Kgs. Lyngby, Denmark

  • Venue:
  • ICA'06 Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation
  • Year:
  • 2006

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Abstract

Cognitive component analysis (COCA) is defined as the process of unsupervised grouping of data such that the ensuing group structure is well-aligned with that resulting from human cognitive activity. We present evidence that independent component analysis of abstract data such as text, social interactions, music, and speech leads to low level cognitive components.