title: ÐÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ð¸Ðµ Ð¸Ð½ÑÐµÑÑÐµÐ¹ÑÐ¾Ð² Ð¼Ð¾Ð·Ð³-ÐºÐ¾Ð¼Ð¿ÑÑÑÐµÑ Ð´Ð»Ñ Ð°Ð½Ð°Ð»Ð¸Ð·Ð° Ð¼Ð¾ÑÐ¾ÑÐ½ÑÑ ÑÐ¸Ð³Ð½Ð°Ð»Ð¾Ð² ÐºÐ¾ÑÑ Ð³Ð¾Ð»Ð¾Ð²Ð½Ð¾Ð³Ð¾ Ð¼Ð¾Ð·Ð³Ð° Ñ ÑÐµÐ»ÑÑ Ð¾ÑÑÑÐµÑÑÐ²Ð»ÐµÐ½Ð¸Ñ Ð·Ð°Ð´Ð°Ñ Ð½ÐµÐ¹ÑÐ¾ÑÐ¿ÑÐ°Ð²Ð»ÐµÐ½Ð¸Ñ Ð¿ÑÑÐµÐ¼ Ð¿ÐµÑÐµÐ´Ð°ÑÐ¸ Ð´Ð²Ð¸Ð³Ð°ÑÐµÐ»ÑÐ½ÑÑ Ð¸Ð¼Ð¿ÑÐ»ÑÑÐ¾Ð²
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¼Ð°Ð³Ð¸ÑÑÑÐ°
titleType: Subtitle
title: The use of brain-computer interfaces for analysis of signals of the cerebral motor cortex in the tasks of neurocontrol
Creators: name: ÐÐ°ÑÐ²Ð°ÑÐºÐ¸Ð½Ð°, ÐÐºÐ°ÑÐµÑÐ¸Ð½Ð°
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2021
Subjects: ÐÐµÐ¹ÑÐ¾Ð½Ð½ÑÐµ ÑÐµÑÐ¸
ÐÐ½ÑÐµÑÑÐµÐ¹ÑÑ
ÐÐµÐ¹ÑÐ¾ÐºÐ¾Ð¼Ð¿ÑÑÑÐµÑÑ
ÑÐ»ÐµÐºÑÑÐ¾ÑÐ½ÑÐµÑÐ°Ð»Ð¾Ð³ÑÐ°Ð¼Ð¼Ð°
Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ðµ Ð´Ð²Ð¸Ð³Ð°ÑÐµÐ»ÑÐ½Ð¾Ð¹ Ð°ÐºÑÐ¸Ð²Ð½Ð¾ÑÑÐ¸
Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐºÐ° ÑÐ¸Ð³Ð½Ð°Ð»Ð¾Ð²
Ð´Ð²Ð¸Ð³Ð°ÑÐµÐ»ÑÐ½Ð°Ñ ÐºÐ¾ÑÐ°
Ð²Ð¾Ð¾Ð±ÑÐ°Ð¶ÐµÐ½Ð¸Ðµ Ð´Ð²Ð¸Ð¶ÐµÐ½Ð¸Ñ
ÑÐ¿Ð¸Ð½Ð°Ð»ÑÐ½Ð¾-Ð¼ÑÑÐµÑÐ½Ð°Ñ Ð°ÑÑÐ¾ÑÐ¸Ñ
Ð½ÐµÐ¹ÑÐ¾ÐºÐ¾Ð½ÑÑÐ¾Ð»Ñ
electroencephalogram
motion detection
signal processing
motor cortex
imaginary movement
spinal muscular atrophy
neurocontrol

description: ÐÐ°Ð´Ð°ÑÐ° ÑÐ°Ð±Ð¾ÑÑ - Ð²ÑÐ´ÐµÐ»Ð¸ÑÑ Ð­Ð­Ð-ÐºÐ°ÑÑÐ¸Ð½Ñ Ð´Ð²Ð¸Ð³Ð°ÑÐµÐ»ÑÐ½Ð¾Ð¹ Ð°ÐºÑÐ¸Ð²Ð½Ð¾ÑÑÐ¸ Ð´Ð»Ñ ÑÐ¸Ð³Ð½Ð°Ð»Ð¾Ð² Ð²Ð¾Ð¾Ð±ÑÐ°Ð¶Ð°ÐµÐ¼Ð¾Ð³Ð¾ Ð¸ ÑÐµÐ°Ð»ÑÐ½Ð¾Ð³Ð¾ Ð´Ð²Ð¸Ð¶ÐµÐ½Ð¸Ñ. Ð¡Ð¸ÑÑÐµÐ¼Ñ Ð½ÐµÐ¹ÑÐ¾ÐºÐ¾Ð½ÑÑÐ¾Ð»Ñ, Ð¸ÑÐ¿Ð¾Ð»ÑÐ·ÑÑÑÐ¸Ðµ ÑÐ¸Ð³Ð½Ð°Ð»Ñ Ð¼Ð¾ÑÐ¾ÑÐ½Ð¾Ð¹ ÐºÐ¾ÑÑ, Ð¼Ð¾Ð³ÑÑ ÑÐ¸ÑÐ¾ÐºÐ¾ Ð¿ÑÐ¸Ð¼ÐµÐ½ÑÑÑÑÑ Ð² Ð±Ð¸Ð¾Ð¼ÐµÑÐ°Ð½Ð¸ÐºÐµ. Ð ÑÐ¾Ð´Ðµ ÑÐ°Ð±Ð¾ÑÑ Ð¿ÑÐ¸Ð¼ÐµÐ½ÐµÐ½Ñ ÑÐ°Ð·Ð»Ð¸ÑÐ½ÑÐµ Ð¸Ð½ÑÑÑÑÐ¼ÐµÐ½ÑÑ Ð¸ Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼Ñ Ð´Ð»Ñ Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐºÐ¸ Ð²ÑÑÐ¾ÐºÐ¾ÑÑÐ¼Ð¾Ð²ÑÑ Ð­Ð­Ð-ÑÐ¸Ð³Ð½Ð°Ð»Ð¾Ð². ÐÑÐ¾ÐµÐºÑ ÑÐ¾ÑÑÐ¾Ð¸Ñ Ð¸Ð· Ð½ÐµÑÐºÐ¾Ð»ÑÐºÐ¸Ñ ÑÐ°Ð·Ð´ÐµÐ»Ð¾Ð²: Ð·Ð°Ð¿Ð¸ÑÑ Ð¼Ð°ÑÑÐ¸Ð²Ð° Ð´Ð°Ð½Ð½ÑÑ Ñ Ð¿Ð¾Ð¼Ð¾ÑÑÑ Ð­Ð­Ð -Ð¾Ð±Ð¾ÑÑÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ Ñ Ð²ÑÐ±ÑÐ°Ð½Ð½ÑÐ¼ Ð¿ÑÐ¾ÑÐ¾ÐºÐ¾Ð»Ð¾Ð¼ Ð·Ð°Ð¿Ð¸ÑÐ¸, Ð¿ÐµÑÐ²Ð¸ÑÐ½Ð°Ñ Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¸ ÑÐ¸Ð»ÑÑÑÐ°ÑÐ¸Ñ Ð´Ð°Ð½Ð½ÑÑ, Ð°Ð½Ð°Ð»Ð¸Ð· Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐ°Ð½Ð½Ð¾Ð¹ ÑÐ»ÐµÐºÑÑÐ¾ÑÐ½ÑÐµÑÐ°Ð»Ð¾Ð³ÑÐ°Ð¼Ð¼Ñ, ÐºÐ°ÑÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ðµ Ð°ÐºÑÐ¸Ð²Ð½ÑÑ Ð·Ð¾Ð½ Ð³Ð¾Ð»Ð¾Ð²Ð½Ð¾Ð³Ð¾ Ð¼Ð¾Ð·Ð³Ð° Ñ Ð¿Ð¾Ð¼Ð¾ÑÑÑ ÑÐ¿ÐµÑÐ¸Ð°Ð»Ð¸Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð½Ð¾Ð³Ð¾ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð½Ð¾Ð³Ð¾ Ð¾Ð±ÐµÑÐ¿ÐµÑÐµÐ½Ð¸Ñ Ð¸ Ð³ÑÑÐ¿Ð¿Ð¾Ð²Ð¾Ð¹ Ð°Ð½Ð°Ð»Ð¸Ð· ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐ¾Ð² Ð¸ÑÐ¿ÑÑÑÐµÐ¼ÑÑ, Ð¿ÑÐ¸Ð½ÑÐ²ÑÐ¸Ñ ÑÑÐ°ÑÑÐ¸Ðµ Ð² ÑÐºÑÐ¿ÐµÑÐ¸Ð¼ÐµÐ½ÑÐµ. ÐÐ°Ð´Ð°ÑÐ° ÑÐ°Ð±Ð¾ÑÑ - Ð²ÑÐ´ÐµÐ»Ð¸ÑÑ Ð­Ð­Ð-ÐºÐ°ÑÑÐ¸Ð½Ñ Ð´Ð²Ð¸Ð³Ð°ÑÐµÐ»ÑÐ½Ð¾Ð¹ Ð°ÐºÑÐ¸Ð²Ð½Ð¾ÑÑÐ¸ Ð´Ð»Ñ ÑÐ¸Ð³Ð½Ð°Ð»Ð¾Ð² Ð²Ð¾Ð¾Ð±ÑÐ°Ð¶Ð°ÐµÐ¼Ð¾Ð³Ð¾ Ð¸ ÑÐµÐ°Ð»ÑÐ½Ð¾Ð³Ð¾ Ð´Ð²Ð¸Ð¶ÐµÐ½Ð¸Ñ. Ð¡Ð¸ÑÑÐµÐ¼Ñ Ð½ÐµÐ¹ÑÐ¾ÐºÐ¾Ð½ÑÑÐ¾Ð»Ñ, Ð¸ÑÐ¿Ð¾Ð»ÑÐ·ÑÑÑÐ¸Ðµ ÑÐ¸Ð³Ð½Ð°Ð»Ñ Ð¼Ð¾ÑÐ¾ÑÐ½Ð¾Ð¹ ÐºÐ¾ÑÑ, Ð¼Ð¾Ð³ÑÑ ÑÐ¸ÑÐ¾ÐºÐ¾ Ð¿ÑÐ¸Ð¼ÐµÐ½ÑÑÑÑÑ Ð² Ð±Ð¸Ð¾Ð¼ÐµÑÐ°Ð½Ð¸ÐºÐµ. Ð ÑÐ¾Ð´Ðµ ÑÐ°Ð±Ð¾ÑÑ Ð¿ÑÐ¸Ð¼ÐµÐ½ÐµÐ½Ñ ÑÐ°Ð·Ð»Ð¸ÑÐ½ÑÐµ Ð¸Ð½ÑÑÑÑÐ¼ÐµÐ½ÑÑ Ð¸ Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼Ñ Ð´Ð»Ñ Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐºÐ¸ Ð²ÑÑÐ¾ÐºÐ¾ÑÑÐ¼Ð¾Ð²ÑÑ Ð­Ð­Ð-ÑÐ¸Ð³Ð½Ð°Ð»Ð¾Ð². ÐÑÐ¾ÐµÐºÑ ÑÐ¾ÑÑÐ¾Ð¸Ñ Ð¸Ð· Ð½ÐµÑÐºÐ¾Ð»ÑÐºÐ¸Ñ ÑÐ°Ð·Ð´ÐµÐ»Ð¾Ð²: Ð·Ð°Ð¿Ð¸ÑÑ Ð¼Ð°ÑÑÐ¸Ð²Ð° Ð´Ð°Ð½Ð½ÑÑ Ñ Ð¿Ð¾Ð¼Ð¾ÑÑÑ Ð­Ð­Ð-Ð¾Ð±Ð¾ÑÑÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ Ñ Ð²ÑÐ±ÑÐ°Ð½Ð½ÑÐ¼ Ð¿ÑÐ¾ÑÐ¾ÐºÐ¾Ð»Ð¾Ð¼ Ð·Ð°Ð¿Ð¸ÑÐ¸, Ð¿ÐµÑÐ²Ð¸ÑÐ½Ð°Ñ Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¸ ÑÐ¸Ð»ÑÑÑÐ°ÑÐ¸Ñ Ð´Ð°Ð½Ð½ÑÑ, Ð°Ð½Ð°Ð»Ð¸Ð· Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐ°Ð½Ð½Ð¾Ð¹ ÑÐ»ÐµÐºÑÑÐ¾ÑÐ½ÑÐµÑÐ°Ð»Ð¾Ð³ÑÐ°Ð¼Ð¼Ñ, ÐºÐ°ÑÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ðµ Ð°ÐºÑÐ¸Ð²Ð½ÑÑ Ð·Ð¾Ð½ Ð³Ð¾Ð»Ð¾Ð²Ð½Ð¾Ð³Ð¾ Ð¼Ð¾Ð·Ð³Ð° Ñ Ð¿Ð¾Ð¼Ð¾ÑÑÑ ÑÐ¿ÐµÑÐ¸Ð°Ð»Ð¸Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð½Ð¾Ð³Ð¾ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð½Ð¾Ð³Ð¾ Ð¾Ð±ÐµÑÐ¿ÐµÑÐµÐ½Ð¸Ñ Ð¸ Ð³ÑÑÐ¿Ð¿Ð¾Ð²Ð¾Ð¹ Ð°Ð½Ð°Ð»Ð¸Ð· ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐ¾Ð² Ð¸ÑÐ¿ÑÑÑÐµÐ¼ÑÑ, Ð¿ÑÐ¸Ð½ÑÐ²ÑÐ¸Ñ ÑÑÐ°ÑÑÐ¸Ðµ Ð² ÑÐºÑÐ¿ÐµÑÐ¸Ð¼ÐµÐ½ÑÐµ.
description: The task of the work is to extract the EEG picture of motor activity and movement for signals of imaginary and real movement. Biomechanics development can widely implement motor cortex neurocontrol systems. We will use different tools and algorithms capable of mastering the high level of complexity of the brain signals. The project consists of several sections: recording an array of data using EEG equipment with a selected recording protocol, primary processing and filtering of data, analysis of the processed electroencephalogram, mapping the active zones of the brain using specialized software, and group analysis of the results of the subjects who took part in the experiment. The task of the work is to extract the EEG picture of motor activity and movement for signals of imaginary and real movement. Biomechanics development can widely implement motor cortex neurocontrol systems. We will use different tools and algorithms capable of mastering the high level of complexity of the brain signals. The project consists of several sections: recording an array of data using EEG equipment with a selected recording protocol, primary processing and filtering of data, analysis of the processed electroencephalogram, mapping the active zones of the brain using specialized software, and group analysis of the results of the subjects who took part in the experiment.