title: ÐÐ½ÑÐµÑÑÐµÐ¹Ñ ÑÐµÐ»Ð¾Ð²ÐµÐº-ÐºÐ¾Ð¼Ð¿ÑÑÑÐµÑ Ð½Ð° Ð¾ÑÐ½Ð¾Ð²Ðµ Ð¾ÐºÑÐ»Ð¾Ð³ÑÐ°ÑÐ¸ÑÐµÑÐºÐ¸Ñ Ð¸ Ð¼Ð¸Ð¾Ð³ÑÐ°ÑÐ¸ÑÐµÑÐºÐ¸Ñ Ð°ÑÑÐµÑÐ°ÐºÑÐ¾Ð² Ð½Ð° Ð­Ð­Ð
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð±Ð°ÐºÐ°Ð»Ð°Ð²ÑÐ°
titleType: Subtitle
title: Human-computer interface based on oculographic and myographic artifacts of EEG
Creators: name: ÐÑÐ±Ð¸ÑÐ¾Ð²Ð°, 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: 2024
Subjects: Ð¸Ð½ÑÐµÑÑÐµÐ¹Ñ ÑÐµÐ»Ð¾Ð²ÐµÐº-ÐºÐ¾Ð¼Ð¿ÑÑÑÐµÑ
ÑÐ»ÐµÐºÑÑÐ¾ÑÐ½ÑÐµÑÐ°Ð»Ð¾Ð³ÑÐ°Ð¼Ð¼Ð°
Ð¾ÐºÑÐ»Ð¾Ð³ÑÐ°ÑÐ¸ÑÐµÑÐºÐ¸Ðµ Ð°ÑÑÐµÑÐ°ÐºÑÑ
Ð¼Ð¸Ð¾Ð³ÑÐ°ÑÐ¸ÑÐµÑÐºÐ¸Ðµ Ð°ÑÑÐµÑÐ°ÐºÑÑ
Ð½ÐµÐ¹ÑÐ¾Ð½Ð½Ð°Ñ ÑÐµÑÑ
Ð¿ÐµÑÑÐµÐ¿ÑÑÐ¾Ð½
human-computer interface
electroencephalogram
oculographic artifacts
myographic artifacts
neural network
perceptron

description: ÐÐ±ÑÐµÐºÑ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ â ÑÐµÐ»Ð¾Ð²ÐµÐº. Ð¦ÐµÐ»Ñ ÑÐ°Ð±Ð¾ÑÑ â ÑÐ¾Ð·Ð´Ð°ÑÑ Ð¸Ð½ÑÐµÑÑÐµÐ¹Ñ ÑÐµÐ»Ð¾Ð²ÐµÐº-ÐºÐ¾Ð¼Ð¿ÑÑÑÐµÑ Ð½Ð° Ð¾ÑÐ½Ð¾Ð²Ðµ Ð¾ÐºÑÐ»Ð¾Ð³ÑÐ°ÑÐ¸ÑÐµÑÐºÐ¸Ñ Ð¸ Ð¼Ð¸Ð¾Ð³ÑÐ°ÑÐ¸ÑÐµÑÐºÐ¸Ñ Ð°ÑÑÐµÑÐ°ÐºÑÐ¾Ð² Ð½Ð° Ð­Ð­Ð. Ð ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐµ Ð¸ÑÑÐ»ÐµÐ´Ð¾Ð²Ð°Ð½Ð¸Ñ ÑÐ¾Ð·Ð´Ð°Ð½ Ð¸Ð½ÑÐµÑÑÐµÐ¹Ñ ÑÐµÐ»Ð¾Ð²ÐµÐº-ÐºÐ¾Ð¼Ð¿ÑÑÑÐµÑ Ð½Ð° Ð¾ÑÐ½Ð¾Ð²Ðµ Ð¾ÐºÑÐ»Ð¾Ð³ÑÐ°ÑÐ¸ÑÐµÑÐºÐ¸Ñ Ð¸ Ð¼Ð¸Ð¾Ð³ÑÐ°ÑÐ¸ÑÐµÑÐºÐ¸Ñ Ð°ÑÑÐµÑÐ°ÐºÑÐ¾Ð² Ð½Ð° Ð­Ð­Ð. Ð Ð°Ð½ÐµÐµ ÑÐ¶Ðµ Ð±ÑÐ»Ð° Ð¿ÑÐµÐ´Ð»Ð¾Ð¶ÐµÐ½Ð°, Ð½Ð¾ Ð½Ðµ ÑÐµÐ°Ð»Ð¸Ð·Ð¾Ð²Ð°Ð½Ð° Ð¸Ð´ÐµÑ ÑÐ¾Ð·Ð´Ð°Ð½Ð¸Ñ Ð¿Ð¾Ð´Ð¾Ð±Ð½Ð¾Ð³Ð¾ Ð¸Ð½ÑÐµÑÑÐµÐ¹ÑÐ°, ÑÐ¾Ð»ÑÐºÐ¾ Ð½Ð° Ð°ÑÑÐµÑÐ°ÐºÑÐ°Ñ Ð¾ÐºÑÐ»Ð¾Ð³ÑÐ°ÑÐ¸ÑÐµÑÐºÐ¸Ñ. Ð¢Ð°ÐºÐ¶Ðµ Ð±ÑÐ»Ð° ÑÐ¾Ð·Ð´Ð°Ð½Ð° ÑÐµÐºÑÑÑÐµÐ½ÑÐ½Ð°Ñ Ð½ÐµÐ¹ÑÐ¾Ð½Ð½Ð°Ñ ÑÐµÑÑ Ð´Ð»Ñ ÑÐ°ÑÐ¿Ð¾Ð·Ð½Ð°Ð²Ð°Ð½Ð¸Ñ Ð¾ÐºÑÐ»Ð¾Ð³ÑÐ°ÑÐ¸ÑÐµÑÐºÐ¸Ñ Ð¸ Ð¼Ð¸Ð¾Ð³ÑÐ°ÑÐ¸ÑÐµÑÐºÐ¸Ñ Ð°ÑÑÐµÑÐ°ÐºÑÐ¾Ð² Ð½Ð° Ð·Ð°Ð¿Ð¸ÑÐ¸ Ð­Ð­Ð, Ð½Ð¾ ÑÐ°Ð¼ Ð¸Ð½ÑÐµÑÑÐµÐ¹Ñ Ð½Ðµ Ð±ÑÐ» ÑÐµÐ°Ð»Ð¸Ð·Ð¾Ð²Ð°Ð½. Ð¡Ð¾Ð·Ð´Ð°Ð½Ð½Ð°Ñ Ð² Ð´Ð°Ð½Ð½Ð¾Ð¹ ÑÐ°Ð±Ð¾ÑÐµ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð° (ÐÐ§Ð) Ð¿ÑÐµÐ´Ð½Ð°Ð·Ð½Ð°ÑÐµÐ½Ð° Ð´Ð»Ñ ÑÐ¿ÑÐ°Ð²Ð»ÐµÐ½Ð¸Ñ Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»ÐµÐ¼ ÐÐ. ÐÑÐ¸Ð¼ÐµÐ½ÑÐ»Ð¸ÑÑ Ð¸Ð½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ð¾Ð½Ð½Ð¾-ÐºÐ¾Ð¼Ð¼ÑÐ½Ð¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½ÑÐµ ÑÐµÑÐ½Ð¾Ð»Ð¾Ð³Ð¸Ð¸ Ð´Ð»Ñ Ð´Ð¾ÑÑÐ¸Ð¶ÐµÐ½Ð¸Ñ Ð¿Ð¾ÑÑÐ°Ð²Ð»ÐµÐ½Ð½Ð¾Ð¹ ÑÐµÐ»Ð¸ (Ð½Ð°Ð¿Ð¸ÑÐ°Ð½Ð¸Ðµ ÐÐ). ÐÑÐ¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°Ð½Ð° Ð¿ÑÐ¸ÐºÐ»Ð°Ð´Ð½Ð°Ñ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð° EDFbrowser Ð´Ð»Ñ Ð²Ð¸Ð·ÑÐ°Ð»Ð¸Ð·Ð°ÑÐ¸Ð¸ Ð·Ð°Ð¿Ð¸- ÑÐ°Ð½Ð½ÑÑ Ð´Ð°Ð½Ð½ÑÑ. ÐÑÐ¾Ð²ÐµÐ´ÐµÐ½ Ð¿Ð¾Ð¸ÑÐº Ð¸Ð½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ð¸ Ð² Ð³Ð»Ð¾Ð±Ð°Ð»ÑÐ½ÑÑ ÐºÐ¾Ð¼Ð¿ÑÑÑÐµÑÐ½ÑÑ ÑÐµÑÑÑ Ð¿Ð¾ ÑÐµÐ¼Ðµ Ð½ÐµÐ¹ÑÐ¾ÑÐµÑÐµÐ¹, Ð° ÑÐ°ÐºÐ¶Ðµ Ð°ÑÑÐµÑÐ°ÐºÑÐ¾Ð² Ð½Ð° Ð­Ð­Ð, Ð½Ð°ÑÑÐ½ÑÑ Ð´Ð¾ÑÑÐ¸Ð¶ÐµÐ½Ð¸Ð¹ Ð² Ð¸ÑÑÐ»ÐµÐ´ÑÐµÐ¼Ð¾Ð¹ Ð¾Ð±Ð»Ð°ÑÑÐ¸.
description: The object of research is a human. The goal is to create a human-computer interface based on EEG oculographic and myographic artifacts. As a result of the research, a human-computer interface based on oculographic and myographic artifacts of the EEG was created. The idea of creating a similar interface, but based on oculographic artifacts, was previously proposed, but not implemented. A recurrent neural network for recognizing oculographic and myographic artifacts in EEG recordings was also created, but the interface itself was not implemented. The created program (HCI) is for controlling PC by the user. Information and communication technologies were used to achieve the goal (writing software). The EDFbrowser program was used to visualize the recorded data. The topics of neural networks, as well as EEG artifacts and scientific achievements in the field of the research have been searched for in global computer networks.