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

@article{Abdi1995MoreAT,
  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},
  journal={Perception},
  year={1995},
  volume={24 5},
  pages={539-62}
}
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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References

Publications referenced by this paper.
Showing 1-10 of 33 references

Categorization and identi cation of human face images by neural networks: A review of the linear autoassociative and principal component approaches

D Valentin, H Abdi, AJ O'Toole
Journal of Biological System • 1994
View 2 Excerpts

Les r eseaux de neurones (Grenoble: Presses Universitaires de Grenoble

H Abdi
1994
View 3 Excerpts

Mod eles neuronaux, connexionistes et num eriques pour la m emoire de visages" Psychologie Fran caise

H Abdi, D Valentin
1994
View 1 Excerpt

A low-dimensional representation of faces in the higher dimensions of the space

A JO'Toole, H Abdi, K ADeenbacher, D Valentin
Journal of the Optical Society of America A • 1993

Face Recognition: Features Versus Templates

IEEE Trans. Pattern Anal. Mach. Intell. • 1993
View 1 Excerpt

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