Application of Bio Signals in the Brain-Device Interfaces

Arkadiusz Kubacki; Andrzej Milecki

doi:10.1007/978-3-319-54042-9_10

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Title

Application of Bio Signals in the Brain-Device Interfaces

Authors

Arkadiusz Kubacki (WBMiZ) ^{[ 1 ][ 2.9 ][ P ]}
Andrzej Milecki (WBMiZ) ^{[ 1 ][ 2.9 ][ P ]}

^{[ 1 ]} Instytut Technologii Mechanicznej, Wydział Budowy Maszyn i Zarządzania, Politechnika Poznańska | ^{[ P ]} employee

Scientific discipline (Law 2.0)

[2.9] Mechanical engineering

Year of publication

2017

Chapter type

chapter in monograph / paper

Publication language

english

Keywords

EN

bio signals
EEG
EMG
fMRI
EDA
brain-computer interface

Abstract

EN In the paper, a review of the current state of knowledge in the field of brain-machine interfaces based on bio signals, is presented. Different types of bio signals, which can be used to control of devices are shortly characterized. Special attention is given to the use of EEG signals in the most interesting and complex brain-machine interfaces. The EEG device is described and characterized. Initial investigation results made at Poznan University of Technology in the area of application of consumer type EEG devices to brain signal acquisition are presented. The use of artificial neural network for this signal recognition are described and discussed.

Date of online publication

01.03.2017

Pages (from - to)

108 - 119

DOI

10.1007/978-3-319-54042-9_10

URL

https://link.springer.com/chapter/10.1007/978-3-319-54042-9_10

Book

Automation 2017 : Innovations in Automation, Robotics and Measurement Techniques

Presented on

International Conference on Automation, ICA 2017, 15-17.03.2017, Warszawa, Polska