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cs.LG2023
Learning principle and mathematical realization of the learning mechanism in the brain
Taisuke Katayose
While deep learning has achieved remarkable success, there is no clear explanation about why it works so well. In order to discuss this question quantitatively, we need a mathemati…
cs.LG2022★ 1 cited
A unified theory of learning
Taisuke Katayose
Recently machine learning using neural networks (NN) has been developed, and many new methods have been suggested. These methods are optimized for the type of input data and work v…