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Online BCI implementation of high-frequency phase modulated visual stimuli

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These file attachments have been under embargo and were made available to the public after the embargo was lifted on 1 July 2011.

Author: Garcia Molina, G. · Danhua, Z. · Aarts, R.M. · Mihajlovic, V.
Type:Conference paper
Date:2011-07-01
Embargo lifted:2011-07-01
Publisher: Springer
Institution: Philips Research
Source:14th International Conference on Human-Computer Interaction, Orlando, USA, 9-14 July 2011; authors version
Identifier: MS 32.244
Keywords: bci · eeg · sensory stimulation · ssvep
Rights: (c) Springer

Abstract

Brain computer interfaces (BCI) that use the steady-state-visual-evoked-potential (SSVEP) as neural source, offer two main advantages over other types of BCIs: shorter calibration times and higher information transfer rates. SSVEPs elicited by high frequency (larger than30 Hz) repetitive visual stimulation are less prone to cause visualfatigue, safer, and more comfortable for the user. However in the high frequency range there is a practical limitation because only fewfrequencies can elicit sufficiently strong SSVEPs for BCI purposes.We bypass this limitation by using only one stimulation frequency and different phases. To detect the phase from the recorded SSVEP, weuse spatial filtering combined to phase synchrony analysis. We developed an online BCI implementation which was tested on six subjects and resulted on an average accuracy of 95.5% and an average bit rateof 34 bits-per-minute. Our approach has the advantage of entailing only minimal visual annoyance for the user.

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