Hierarchical Information-Extreme Machine Learning of Hand Prosthesis Control System Based on Decursive Data Structure

Hierarchical Information-Extreme Machine Learning of Hand Prosthesis Control System Based on Decursive Data Structure

The article considers the machine learning method for a hand prosthesis control system that recognizes electromyographic signals with a non-invasive recording system. The method was developed within the information-extreme intelligent data analysis technology framework to maximize the system’s infor...

Full description

Bibliographic Details
Main Authors: Anatolii Dovbysh, Vladyslav Piatachenko, Mykyta Myronenko, Mykyta Suprunenko, Julius Simonovskiy
Format: Article
Language:English
Published: Sumy State University 2024-11-01
Series:Журнал інженерних наук
Subjects:
information-extreme intelligent technology
hierarchical machine learning
decursive binary tree
prosthesis control system
process innovation
information criterion
emg sensor
biosignal
Online Access:https://jes.sumdu.edu.ua/hierarchical-information-extreme-machine-learning-of-hand-prosthesis-control-system-based-on-decursive-data-structure/

Internet

https://jes.sumdu.edu.ua/hierarchical-information-extreme-machine-learning-of-hand-prosthesis-control-system-based-on-decursive-data-structure/

Similar Items