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Open Access Publications from the University of California

Face Recognition Using a Neural Network Simulating Olfactory Systems

  • Author(s): Li, Guang
  • Zhang, Jin
  • Wang, You
  • Freeman, Walter J, III
  • et al.
Creative Commons 'BY' version 3.0 license

A novel chaotic neural network K-set has been constructed based in research on biological olfactory systems. This non-convergent neural network simulates the capacities of biological brains for signal processing in pattern recognition. Its accuracy and efficiency are demonstrated in this report on an application to human face recognition, with comparisons of performance with conventional pattern recognition algorithms. 

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