A method for optimizing neural networks based on structural distillation using a genetic algorithm

As neural networks become more complex, the number of parameters and required computations increases, which complicates the installation and operation of artificial intelligence systems on edge devices. Structural distillation can significantly reduce the resource intensity of using any neural netwo...

Full description

Bibliographic Details

Published in:	Научно-технический вестник информационных технологий, механики и оптики
Main Authors:	V. N. Kuzmin, T. R. Sabirov
Format:	Article
Language:	English
Published:	ITMO University 2024-12-01
Subjects:	искусственный интеллект нейронные сети структурная дистилляция генетический алгоритм
Online Access:	https://ntv.elpub.ru/jour/article/view/144