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Psychophysical Investigations of Category and Discrimination Learning.

 Fatima T. Husain and Frank H. Guenther
  
 

Abstract:
The purpose of the experiments was to investigate more closely the effects of different kinds of training on a listener's sensitivity to auditory stimuli. Auditory stimuli consisted of bandpass filtered white noise, differing along the dimension of the center frequency of the pass band. Subjects' sensitivities to these auditory stimuli were measured before and after training using a "same/different" discrimination task to provide d' measures. In the first experiment, subjects were trained to recognize stimuli that fell within a small region of frequency space as members of a category. Comparison of the pre- and post-training discrimination tests showed that subjects became worse at discriminating between stimuli that fell in this category range as a result of the training process. No decrease in discriminability was found for stimuli in a control region of frequency space that was not present during training. This form of deformation has been referred to as "acquired similarity" or "acquired equivalence", although to our knowledge this is the first clear demonstration of the effect as the result of learning in the laboratory. A second experiment showed that the opposite effect, "acquired distinctiveness", is achieved if subjects are trained on a discrimination task rather than a categorization task. Additional experiments were run to refine our understanding of the training conditions required to produce acquired similarity.

 
 


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