Spelling with steady-state visual evoked Potentials

被引：39

作者：

Friman, Ola ^{[1
]}

Lueth, Thorsten ^{[1
]}

Volosyak, Ivan ^{[1
]}

Graeser, Axel ^{[1
]}

机构：

[1] Univ Bremen, Inst Automat, Otto Hahn Allee 1, D-28359 Bremen, Germany

来源：

2007 3RD INTERNATIONAL IEEE/EMBS CONFERENCE ON NEURAL ENGINEERING, VOLS 1 AND 2 | 2007年

关键词：

D O I：

10.1109/CNE.2007.369683

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

In this work, the real-time performance of a novel method for detecting Steady-State Visual Evoked Potentials (SSVEP) is evaluated in a brain-computer interface (BCI) spelling task. At the core of this method is a spatial filtering algorithm for extracting SSVEP responses, which in previous off-line studies has shown significantly improved classification performance. The on-tine performance is investigated by letting a group of 11 healthy subjects spell the word 'BRAINCOMPUTERINTERFACE'. An average information transfer rate of 27 bits/minute was obtained in this task and the probability of correctly classifying the user's intention was estimated to 97.5%. In addition, two different letter layouts and selection schemes tailored for SSVEP BCI's are compared.

引用

页码：354 / +

页数：2

共 12 条

[1]

[Anonymous], AUTOMEDICA

[2]

Blankertz B., 2006, P 3 INT BRAIN COMP I

[3] Design and implementation of a brain-computer interface with high transfer rates [J].

Cheng, M ;

Gao, XR ;

Gao, SG ;

Xu, DF .

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2002, 49 (10) :1181-1186

[4] The mental prosthesis: Assessing the speed of a P300-based brain-computer interface [J].

Donchin, E ;

Spencer, KM ;

Wijesinghe, R .

IEEE TRANSACTIONS ON REHABILITATION ENGINEERING, 2000, 8 (02) :174-179

[5] TALKING OFF THE TOP OF YOUR HEAD - TOWARD A MENTAL PROSTHESIS UTILIZING EVENT-RELATED BRAIN POTENTIALS [J].

FARWELL, LA ;

DONCHIN, E .

ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1988, 70 (06) :510-523

[6] Multiple channel detection of steady-state visual evoked potentials for brain-computer interfaces [J].

Friman, Ola ;

Volosyak, Ivan ;

Graeser, Axel .

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2007, 54 (04) :742-750

[7] Human EEG responses to 1-100 Hz flicker: resonance phenomena in visual cortex and their potential correlation to cognitive phenomena [J].

Herrmann, CS .

EXPERIMENTAL BRAIN RESEARCH, 2001, 137 (3-4) :346-353

[8] The thought translation device:: a neurophysiological approach to communication in total motor paralysis [J].

Kübler, A ;

Kotchoubey, B ;

Hinterberger, T ;

Ghanayim, N ;

Perelmouter, J ;

Schauer, M ;

Fritsch, C ;

Taub, E ;

Birbaumer, N .

EXPERIMENTAL BRAIN RESEARCH, 1999, 124 (02) :223-232

[9] Brain-computer interfaces based on the steady-state visual-evoked response [J].

Middendorf, M ;

McMillan, G ;

Calhoun, G ;

Jones, KS .

IEEE TRANSACTIONS ON REHABILITATION ENGINEERING, 2000, 8 (02) :211-214

[10] Virtual keyboard controlled by spontaneous EEG activity [J].

Obermaier, B ;

Müller, GR ;

Pfurtscheller, G .

IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2003, 11 (04) :422-426

← 1 2 →