@inproceedings{ab6b3045874143ae9e3d07b3eaea48a5,
title = "SIMULINK{\textregistered} based robotic hand control using Emotiv{\texttrademark} EEG headset",
abstract = "The Emotiv{\texttrademark} electroencephalogram (EEG) headset is a non-invasive brain-computer interface with 14 EEG channels that was used to record neural responses to stimuli in 5 male and 5 female participants. The stimuli included instructions (presented in both visual or auditory format successively) of 'right' or 'left.' Participants raised their right or left arm in response to the instruction given. The subjects were stimulated and their data was recorded using a scenario generated in OpenViBE{\texttrademark}. Specifically, the Graz Motor BCI Stimulator algorithm was used to generate the number and frequency of auditory and visual stimulations. In addition, using EEGlab{\texttrademark} in conjunction with Matlab{\textregistered}, the electrodes most important during visual and auditory stimulation were identified. This aided in the development of processing real-time EEG signals from the Emotiv{\texttrademark} EEG headset. Filtering and feature extraction were accomplished via the SIMULINK{\textregistered} signal processing toolbox. An Arduino{\texttrademark} microcontroller acted as a connection between the Mecha Te Hand{\texttrademark} and the Emotiv{\texttrademark} EEG headset.",
keywords = "Arduino microcontroller, Brain-computer interface (BCI), EEGlab{\texttrademark}, Emotiv{\texttrademark} EEG headset, Neural training, Robotics, SIMULINK{\textregistered}, Signal processing",
author = "Adrienne Kline and Jaydip Desai",
note = "Publisher Copyright: {\textcopyright} 2014 IEEE.; 2014 40th Annual Northeast Bioengineering Conference, NEBEC 2014 ; Conference date: 25-04-2014 Through 27-04-2014",
year = "2014",
month = dec,
day = "2",
doi = "10.1109/NEBEC.2014.6972839",
language = "English (US)",
series = "Proceedings of the IEEE Annual Northeast Bioengineering Conference, NEBEC",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "Proceedings - 2014 40th Annual Northeast Bioengineering Conference, NEBEC 2014",
address = "United States",
}