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In each block, 30 trials of category training (correct feedback) were alternated with 30 trials of visual exposure (random feedback).
For the specific effects of category training
By dissociating between general effects of visual exposure and specific effects of category training we show that increased activity in the right fusiform gyrus is related to category formation.
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Responses were positively related with the morph-level of category trained birds and negatively related with the morph-level of birds for which category-learning was hindered by random feedback.
To directly test for specific effects of category-training, we contrasted post-training responses to category-trained birds with post-training responses to visual-exposure birds.
The six bird types were divided into pairs, and each pair was assigned to one of three conditions: 1) category training, where subjects received correct feedback to their responses, 2) visual exposure, where the amount of exposure to the birds was equal to the amount of exposure to the category trained birds, but category learning was hindered by random feedback, 3) no training.
In the area of context recognition, the basic idea of classification is to determine different context labels on the basis of a set of context categories (training examples) learned from the real world as models.
The purpose of the current study was to further evaluate the effects of category listener training alone on the development of Visual Categorization and Category Tacts with four children diagnosed with autism.
Change in ideational flexibility was calculated by subtracting the number of independent categories before training from the number of categories after training.
Examples are not enough information in the manual, poor definition of categories or training procedures.
As can be seen from Figure 3, the F-measure and accuracy of using the three-category training set are much better than those of using the two-category training set when merg_thred is 0.8.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com