A Novel Artificial Neural Networks Architecture Based on Cerebellum Model
A. R. Nurutdinov, Rustam Kh. Latypov · Lobachevskii Journal of Mathematics · 2023
Abstract In this paper, we propose a novel neural network architecture and suggest a mathematical model based on the histology of the cerebellum. The developed architecture can be a valuable addition to existing machine-learning methods. The novelty of our approach is based on the natural representation of the cerebellum as an analog computer designed to solve systems of differential equations. An example of a differential equation in a computational simulation is provided.