Brain connectivity evaluation during selective attention using EEG-based brain-computer interface

Borhani, Soheil; Abiri, Reza; Jiang, Yang; Berger, Taylor; Zhao, Xiaopeng

doi:10.1080/2326263x.2019.1651186

Cited by 13 publications

(10 citation statements)

References 39 publications

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“…Studies have shown that those patients with access to BCI technologies, get faster recoveries from serious mental and physical traumas compared to those who undergo traditional rehabilitation methods [55]. For this very reason, the use of BCI has also expanded (albeit tentatively) into the fields of Parkinson's disease, Alzheimer's disease, and dementia research [56,57].…”

Section: Bci Systems Classificationmentioning

confidence: 99%

An Introductory Tutorial on Brain–Computer Interfaces and Their Applications

et al. 2021

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The prospect and potentiality of interfacing minds with machines has long captured human imagination. Recent advances in biomedical engineering, computer science, and neuroscience are making brain–computer interfaces a reality, paving the way to restoring and potentially augmenting human physical and mental capabilities. Applications of brain–computer interfaces are being explored in applications as diverse as security, lie detection, alertness monitoring, gaming, education, art, and human cognition augmentation. The present tutorial aims to survey the principal features and challenges of brain–computer interfaces (such as reliable acquisition of brain signals, filtering and processing of the acquired brainwaves, ethical and legal issues related to brain–computer interface (BCI), data privacy, and performance assessment) with special emphasis to biomedical engineering and automation engineering applications. The content of this paper is aimed at students, researchers, and practitioners to glimpse the multifaceted world of brain–computer interfacing.

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Section: Bci Systems Classificationmentioning

confidence: 99%

An Introductory Tutorial on Brain–Computer Interfaces and Their Applications

et al. 2021

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“…Numerous youngsters with an ABI encounter steady scholastic, word related, physical, enthusiastic behavioral and intellectual disabilities prompting diminished personal satisfaction (QOL) [5]. Behavioral shortages, for example, uneasiness and wretchedness may likewise fall apart over the long run as a result of harm to particular regions of the mind and expanded animosity and hyperactivity may not show until quite a while after damage [4] [6]. These debilitations affect on the youngster's capacity to effectively take an interest in restorative intercessions post-release.…”

Section: Investigational Brain Computer Interface Software For the Momentioning

confidence: 99%

“…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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“…The BCI Meeting series has impacted BCI research beyond the papers that are compiled into each Meeting's special issue. Earlier issues of this journal have already included several papers [9][10][11] from the 2018 BCI Meeting and a few will be published in upcoming issues. The most recent issue included the lengthy paper summarizing the 25 workshops of the 2018 BCI Meeting [9].…”

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confidence: 99%

“…Eddy et al [10] analyzed descriptions of BCI experiment participants as presented in the BCI Meetings from 1999 to 2016 to identify trends in the involvement of participants with disabilities. And Borhani et al examined selective attention during BCI use with brain connectivity analysis [11].…”

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confidence: 99%