Considerations of Learnability of Multilayer Neural Networks
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概要
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This letter describes the concepts that the learnability of multilayer neural networks exists in a constrained hypersurface in learning space which is formed by input and output subspace of multilayer neural networks, and that a priori information, providing constraints on the learning space, is required for generalization.
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- 1993-02-25