Search Results for author: Matthias Neumann

Found 2 papers, 0 papers with code

Asymptotic properties of one-layer artificial neural networks with sparse connectivity

no code implementations1 Dec 2021 Christian Hirsch, Matthias Neumann, Volker Schmidt

A law of large numbers for the empirical distribution of parameters of a one-layer artificial neural networks with sparse connectivity is derived for a simultaneously increasing number of both, neurons and training iterations of the stochastic gradient descent.

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