Consideration on the learning efficiency of multiple-layered neural networks with linear units

Author:

Aoyagi MikiORCID

Publisher

Elsevier BV

Reference36 articles.

1. A new look at the statistical model identification;Akaike;IEEE Transactions on Automatic Control,1974

2. The zeta function of learning theory and generalization error of three layered neural perceptron;Aoyagi;RIMS Kokyuroku, Recent Topics on Real and Complex Singularities,2006

3. Log canonical threshold of vandermonde matrix type singularities and generalization error of a three layered neural network;Aoyagi;International Journal of Pure and Applied Mathematics,2009

4. A Bayesian learning coefficient of generalization error and vandermonde matrix-type singularities;Aoyagi;Communications in Statistics. Theory and Methods,2010

5. Consideration on singularities in learning theory and the learning coefficient;Aoyagi;Entropy,2013

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