Part 5. Artificial neural networks and machine intelligence

The development of an integral system for the ai-based biosignal data processing and further perspectives of its use

Yu. S. Kovalev^ab, D. S. Berezhnoy^cd, S. V. Sakhno^ae, T. K. Bergaliev^fa, M. A. Kiseleva<sup>a

a</sup> BiTronics Lab
^b Joint Institute for Nuclear Research, Dubna, Moscow region
^c , Moscow
^d Faculty of Biology, Lomonosov Moscow State Univerity
^e Moscow Institute of Physics and Technology
^f Moscow Institute of Physics and Technology (State University), Dolgoprudny, Moscow region

Abstract: The purpose of this study is to examine the utility of using a software system and data exchange protocols that support interaction of data collection systems (in particular biosensors), data processing systems based on AI and user algorithms. The system is designed to reduce the "entry barrier" into the field of data processing based on AI. The prototype of the system has been successfully tested by means of an example of a problem of gesture recognition using a small number of EMG sensors.

Keywords: protocols, electromyography, machine learning, data processing.