The brain-computer interface researcher’s questionnaire: from research to application

Vansteensel, Mariska J.; Kristo, Gert; Aarnoutse, Erik J.; Ramsey, Nick F.

doi:10.1080/2326263x.2017.1366237

Cited by 29 publications

(19 citation statements)

References 26 publications

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“…To obtain a clear picture of the barriers preventing the commercialization of BCI interfaces, Vansteensel et al [163] sent out a questionnaire to over 3500 BCI researchers worldwide, 95% of which worked in BCIs related to EEG or electromyography (EMG) technologies. Overall, the researchers surveyed were confident that BCIs, particularly those to replace or enhance brain functionality, could be commercialized and were realizable within the next 5 to 10 years.…”

Section: Challenges and Future Directionsmentioning

confidence: 99%

EEG-Based Brain-Computer Interfaces Using Motor-Imagery: Techniques and Challenges

Padfield

Zabalza

Zhao

et al. 2019

Sensors

347

214

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Electroencephalography (EEG)-based brain-computer interfaces (BCIs), particularly those using motor-imagery (MI) data, have the potential to become groundbreaking technologies in both clinical and entertainment settings. MI data is generated when a subject imagines the movement of a limb. This paper reviews state-of-the-art signal processing techniques for MI EEG-based BCIs, with a particular focus on the feature extraction, feature selection and classification techniques used. It also summarizes the main applications of EEG-based BCIs, particularly those based on MI data, and finally presents a detailed discussion of the most prevalent challenges impeding the development and commercialization of EEG-based BCIs.

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Section: Challenges and Future Directionsmentioning

confidence: 99%

EEG-Based Brain-Computer Interfaces Using Motor-Imagery: Techniques and Challenges

Padfield

Zabalza

Zhao

et al. 2019

Sensors

347

214

View full text Add to dashboard Cite

show abstract

“…Psychological weakness is a typical outcome of ABI [5][4] [1], with youngsters encountering challenges with memory, consideration, fixation, official brokenness and a potential decrease in scholarly capacity after some time [6] [7]. Past examinations have detailed that it is frequently official control over psychological procedures, as opposed to particular procedures themselves (e.g.…”

Section: Investigational Brain Computer Interface Software For the Momentioning

confidence: 99%

Simulation Studies on the Performance of BCI

Kumar¹,

Kalam²

2020

IJBSBT

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A large number of persons approximately the world knowledge the unwell belongings of beating of action, rendering them reliant on others to perform even the most essential errands. In any case, that could change, due to the most recent accomplishments in the Brain-Computer Interface (BCI), which could enable them to recapture a segment of their lost freedom. Indeed, even ordinary people may likewise have the capacity to use Brain Chip Technology to improve their association with the advanced world-if they will get the embed. The term 'Mind Computer Interface' alludes to the immediate connection between a solid cerebrum and a PC. Serious endeavors and research in this BCI field over the previous decade have as of late brought about a human BCI implantation, which is incredible news for every one of us, particularly for the individuals who have been surrendered to spending their lives in wheel seats. This Brain Chip Technology is a stage for the advancement of an extensive variety of other helping gadgets. This paper concentrates on the Brain Chip Technology which encourages quadriplegic individuals to do things like checking email, turning the TV, lights on or off with simply their contemplations. Likewise, the meaning of Brain-Computer Interface, the essential objective of planning Brain entryway, the fundamental components of Brain Gate, the exploration work led on it at various Universities and some inadequacies of Brain Gate were additionally introduced. 1 In simulation and recording, the description and screenshot of each substitute in the model were given.

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“…Deze vorm van directe brein-besturing omzeilt de dysfunctionele aansturing van spieren, en BCIs worden dan ook gezien als een mogelijke oplossing voor bijvoorbeeld de communicatieproblemen van mensen met LIS. Echter, ondanks tientallen jaren aan onderzoek en ontwikkeling zijn BCIs nog niet algemeen beschikbaar voor diegenen die ze nodig hebben, wat in grote mate te wijten is aan de complexiteit van de oplossingen waar onderzoekers zich mee bezighouden, en de vaak middelmatige betrouwbaarheid van BCIs, wat dagelijks gebruik in de weg staat [5].…”

Section: Inleidingunclassified