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Learning categories by making predictions: An investigation of indirect category learning

✍ Scribed by John Paul Minda; Brian H. Ross


Book ID
111516686
Publisher
Psychonomic Society Publications
Year
2004
Tongue
English
Weight
205 KB
Volume
32
Category
Article
ISSN
0090-502X

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In backpropagation networks, unlearned regions are left between categories if the learning samples are comparatively small. Such unlearned regions are one of the reasons for the degradation of network generalization ability. To improve the generalization ability, it is preferable that the boundaries