Literature DB >> 27275376

An exploration of spatial auditory BCI paradigms with different sounds: music notes versus beeps.

Minqiang Huang1, Ian Daly2, Jing Jin1, Yu Zhang1, Xingyu Wang1, Andrzej Cichocki3.   

Abstract

Visual brain-computer interfaces (BCIs) are not suitable for people who cannot reliably maintain their eye gaze. Considering that this group usually maintains audition, an auditory based BCI may be a good choice for them. In this paper, we explore two auditory patterns: (1) a pattern utilizing symmetrical spatial cues with multiple frequency beeps [called the high low medium (HLM) pattern], and (2) a pattern utilizing non-symmetrical spatial cues with six tones derived from the diatonic scale [called the diatonic scale (DS) pattern]. These two patterns are compared to each other in terms of accuracy to determine which auditory pattern is better. The HLM pattern uses three different frequency beeps and has a symmetrical spatial distribution. The DS pattern uses six spoken stimuli, which are six notes solmizated as "do", "re", "mi", "fa", "sol" and "la", and derived from the diatonic scale. These six sounds are distributed to six, spatially distributed, speakers. Thus, we compare a BCI paradigm using beeps with another BCI paradigm using tones on the diatonic scale, when the stimuli are spatially distributed. Although no significant differences are found between the ERPs, the HLM pattern performs better than the DS pattern: the online accuracy achieved with the HLM pattern is significantly higher than that achieved with the DS pattern (p = 0.0028).

Entities:  

Keywords:  Auditory BCI; Auditory pattern; Diatonic scale; Spatial cues

Year:  2016        PMID: 27275376      PMCID: PMC4870409          DOI: 10.1007/s11571-016-9377-1

Source DB:  PubMed          Journal:  Cogn Neurodyn        ISSN: 1871-4080            Impact factor:   5.082


  33 in total

Review 1.  Brain-computer interfaces for communication and control.

Authors:  Jonathan R Wolpaw; Niels Birbaumer; Dennis J McFarland; Gert Pfurtscheller; Theresa M Vaughan
Journal:  Clin Neurophysiol       Date:  2002-06       Impact factor: 3.708

2.  An oscillatory correlation model of auditory streaming.

Authors:  Deliang Wang; Peter Chang
Journal:  Cogn Neurodyn       Date:  2008-01-10       Impact factor: 5.082

3.  P300 audio-visual speller.

Authors:  A Belitski; J Farquhar; P Desain
Journal:  J Neural Eng       Date:  2011-03-24       Impact factor: 5.379

4.  An asynchronous wheelchair control by hybrid EEG-EOG brain-computer interface.

Authors:  Hongtao Wang; Yuanqing Li; Jinyi Long; Tianyou Yu; Zhenghui Gu
Journal:  Cogn Neurodyn       Date:  2014-05-24       Impact factor: 5.082

5.  Decoding auditory attention to instruments in polyphonic music using single-trial EEG classification.

Authors:  M S Treder; H Purwins; D Miklody; I Sturm; B Blankertz
Journal:  J Neural Eng       Date:  2014-03-10       Impact factor: 5.379

6.  Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials.

Authors:  L A Farwell; E Donchin
Journal:  Electroencephalogr Clin Neurophysiol       Date:  1988-12

7.  A brain-computer interface controlled auditory event-related potential (p300) spelling system for locked-in patients.

Authors:  Andrea Kübler; Adrian Furdea; Sebastian Halder; Eva Maria Hammer; Femke Nijboer; Boris Kotchoubey
Journal:  Ann N Y Acad Sci       Date:  2009-03       Impact factor: 5.691

8.  Toward a high-throughput auditory P300-based brain-computer interface.

Authors:  D S Klobassa; T M Vaughan; P Brunner; N E Schwartz; J R Wolpaw; C Neuper; E W Sellers
Journal:  Clin Neurophysiol       Date:  2009-07-01       Impact factor: 3.708

9.  An auditory oddball brain-computer interface for binary choices.

Authors:  S Halder; M Rea; R Andreoni; F Nijboer; E M Hammer; S C Kleih; N Birbaumer; A Kübler
Journal:  Clin Neurophysiol       Date:  2010-01-22       Impact factor: 3.708

10.  A Novel 9-Class Auditory ERP Paradigm Driving a Predictive Text Entry System.

Authors:  Johannes Höhne; Martijn Schreuder; Benjamin Blankertz; Michael Tangermann
Journal:  Front Neurosci       Date:  2011-08-22       Impact factor: 4.677

View more
  7 in total

1.  Usage of drip drops as stimuli in an auditory P300 BCI paradigm.

Authors:  Minqiang Huang; Jing Jin; Yu Zhang; Dewen Hu; Xingyu Wang
Journal:  Cogn Neurodyn       Date:  2017-11-16       Impact factor: 5.082

2.  An ERP-based BCI with peripheral stimuli: validation with ALS patients.

Authors:  Yangyang Miao; Erwei Yin; Brendan Z Allison; Yu Zhang; Yan Chen; Yi Dong; Xingyu Wang; Dewen Hu; Andrzej Chchocki; Jing Jin
Journal:  Cogn Neurodyn       Date:  2019-06-11       Impact factor: 5.082

3.  Effects of spectral smearing of stimuli on the performance of auditory steady-state response-based brain-computer interface.

Authors:  Jong Ho Hwang; Kyoung Won Nam; Dong Pyo Jang; In Young Kim
Journal:  Cogn Neurodyn       Date:  2017-07-31       Impact factor: 5.082

4.  Effects of degree and symmetricity of bilateral spectral smearing, carrier frequency, and subject sex on amplitude of evoked auditory steady-state response signal.

Authors:  Jong Ho Hwang; Kyoung Won Nam; Dong Pyo Jang; In Young Kim
Journal:  Cogn Neurodyn       Date:  2018-11-13       Impact factor: 5.082

5.  Evaluation of color modulation in visual P300-speller using new stimulus patterns.

Authors:  Xinru Zhang; Jing Jin; Shurui Li; Xingyu Wang; Andrzej Cichocki
Journal:  Cogn Neurodyn       Date:  2021-02-21       Impact factor: 3.473

6.  BCI-Based Rehabilitation on the Stroke in Sequela Stage.

Authors:  Yangyang Miao; Shugeng Chen; Xinru Zhang; Jing Jin; Ren Xu; Ian Daly; Jie Jia; Xingyu Wang; Andrzej Cichocki; Tzyy-Ping Jung
Journal:  Neural Plast       Date:  2020-12-13       Impact factor: 3.599

7.  Effect of Distracting Background Speech in an Auditory Brain-Computer Interface.

Authors:  Álvaro Fernández-Rodríguez; Ricardo Ron-Angevin; Ernesto J Sanz-Arigita; Antoine Parize; Juliette Esquirol; Alban Perrier; Simon Laur; Jean-Marc André; Véronique Lespinet-Najib; Liliana Garcia
Journal:  Brain Sci       Date:  2021-01-01
  7 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.