More about the difference between men and women: evidence from linear neural networks and the principal-component approach.

  title={More about the difference between men and women: evidence from linear neural networks and the principal-component approach.},
  author={Herv{\'e} Abdi and Dominique Valentin and Betty Edelman and Alice J. O'Toole},
  volume={24 5},
The ability of a statistical/neural network to classify faces by sex by means of a pixel-based representation has not been fully investigated. Simulations with pixel-based codes have provided sex-classification results that are less impressive than those reported for measurement-based codes. In no case, however, have the reported pixel-based simulations been optimized for the task of classifying faces by sex. A series of simulations is described in which four network models were applied to the… CONTINUE READING
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