Choosing a number of hidden layers/hidden neurons in a neural network?

20 November 2022 1 7K Report

I am looking for literature on the topic of choosing a number of hidden layers/hidden neurons of a neural network when working with financial data.

Thank you!

Stam Nicolis

There is the tiling algorithm of Mézard and Nadal: http://lptms.u-psud.fr/membres/mezard/Pdf/89_MN_JPA.pdf

See also: http://www.lps.ens.fr/~nadal/documents/construct.html

It is known, since the work of Elizabeth Gardner (1988) that not all associations can be represented by any architecture.

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