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BEHAVIORAL AND PHYSIOLOGICAL NEURAL NETWORK ANALYSES: A COMMON PATHWAY TOWARD PATTERN RECOGNITION AND PREDICTION.

Using 3 diversified datasets, we explored the pattern-recognition ability of the Self-Organizing Map (SOM) artificial neural network as applied to diversified nonlinear data distributions in the areas of behavioral and physiological research. Experiment 1 employed a dataset obtained from the UCI Mac...

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Published in:Psychological Record Vol. 62; no. 4; pp. 579 - 598
Main Authors: Ninness, Chris, Lauter, Judy L., Coffee, Michael, Clary, Logan, Kelly, Elizabeth, Rumph, Marilyn, Rumph, Robin, Kyle, Betty, Ninness, Sharon K.
Format: Article
Published: Springer Nature Fall2012
Subjects:
Self-organizing maps
Pattern perception
Artificial neural networks
Machine learning
Breast cancer
Cancer cells
Online Access:View this record in EBSCOhost