Growing axons: greedy learning of neural networks with application to function approximation

Fokina, D; Oseledets, I

Fokina, D (通讯作者),Tech Univ Kaiserslautern, Fraunhofer ITWM, Kaiserslautern, Germany.

RUSSIAN JOURNAL OF NUMERICAL ANALYSIS AND MATHEMATICAL MODELLING, 2023; 38 (1): 1

Abstract

We propose a new method for learning deep neural network models, which is based on a greedy learning approach: we add one basis function at a time, an......

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