Part 1. General problems of the intellectual systems theory

Automation of artificial neural network architectures search

A. A. Chasovskikh, V. S. Polovnikov, A. A. Khusaenov, G. V. Bokov, A. Yu. Konovalov, A. S. Drobyshev, V. A. Biryukova

Lomonosov Moscow State University, Faculty of Mechanics and Mathematics

Abstract: A review of works on methods for automating generation of artificial neural network architectures is presented. The most detailed material is presented on the use of large language models for this. For the experiments, we used ChatGPT & Midjourney,which is available in Telegram Messenger.

Keywords: artificial neural network, large language models, neural architecture search, generative pre-training transformer (GPT)