Brain–Computer Interface Games Based on Consumer-Grade EEG Devices: A Systematic Literature Review

Vasiljevic, Gabriel Alves Mendes

doi:10.1080/10447318.2019.1612213

Cited by 121 publications

(83 citation statements)

References 105 publications

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“…Since the first game, released to the market, there were many efforts applied to the use of BCIs in world-known games, such as "Tetris" (Pires et al, 2011), "Pacman" , "Pinball" (Tangermann et al, 2008), "World of Warcraft" (van de Laar et al, 2013), as well as many various home-made games utilizing various paradigms and nicely reviewed in (Kerous et al, 2018) and (Vasiljevic and de Miranda, 2020) for consumer-grade EEG devices, which are now becoming mainstream.…”

Section: Bcis and Gamificationmentioning

confidence: 99%

Playing a P300-based BCI VR game leads to changes in cognitive functions of healthy adults

Bulat

Karpman²,

Samokhina³

et al. 2020

Preprint

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In this paper, we present the results of a study to determine the effect of the P300-based brain-computer interface (BCI) virtual reality game on the cognitive functions of healthy human subjects. This study is a part of on-going research related to evaluation of the long-term effect of P300 training in Virtual Reality surrounding (VR game) on the cognitive performance of the young healthy population.A comparison of results between 3 groups of participants (15 people each) revealed the progressing difference in cognitive assessment for experimental group played P300-BCI VR game, showing the positive increase in flanker and conjunction visual search task performance associated with selective attention and mental inhibition. We show that the effect is due to the use of P300 BCI paradigm. Our results suggest that P300 BCI games combined with virtual reality can not only be used for rehabilitation in patients with slight mental disorders or elderly, but for increasing some cognitive functions in healthy subjects, giving an additional improvement in learning in case of combination with possible educational tasks or used for attention training. K E Y W O R D S

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Section: Bcis and Gamificationmentioning

confidence: 99%

Playing a P300-based BCI VR game leads to changes in cognitive functions of healthy adults

Bulat

Karpman²,

Samokhina³

et al. 2020

Preprint

View full text Add to dashboard Cite

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“…Specifically, emotional interfaces [18], where people's emotions are analyzed, have been defined. Other proposals based on brain signals have also been reported [19], and works discussing how to apply psychology to humanize computing [20] and software [21] are also common. Initial applications of physiological theories to Industry 4.0 have also been reported that consider human motivation and Maslow's proposals [22].…”

Section: State Of the Artmentioning

confidence: 99%

People-as-a-Service Dilemma: Humanizing Computing Solutions in High-Efficiency Applications

Bordel¹,

Hernández²

2019

13th International Conference on Ubiquitous Computing and Ambient ‪Intelligence UCAmI 2019‬

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Next-generation computing solutions, such as cyber-physical systems or Industry 4.0, are focused on increasing efficiency in process execution as much as possible. Removing unproductive delays or keeping infrastructures operating at their total capacity are typical objectives in these future systems. Decoupling infrastructure providers and service providers using Anything-as-a-Service (XaaS) paradigms is one of the most common approaches to address this challenge. However, many real scenarios not only include machines or controllers but also people and workers. In this case, deploying process execution algorithms and XaaS solutions degenerates in a People-as-a-Service scenario, which poses a critical dilemma: Can highly efficient production scenarios guarantee people’s wellbeing? In this paper, we address this problem and propose a new process execution algorithm based on a novel understanding of efficiency. In this case, a humanized efficiency definition combining traditional efficiency ratios and wellbeing indicators is used to allocate tasks and assign them to different existing workers. In order to evaluate the proposed solution, a simulation scenario including social and physical elements was built. Using this scenario, a first experimental validation was carried out.

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“…In 2018 Yu and Qi (see: [25]) conducted a consumer survey for choosing the best wearable non-invasive EEG-based BCI and the three top features for choosing appropriate headset were the following criteria: In Figure 6 the most popular off-the-shelf EEG headsets are illustrated. Their features list is outlined in Table 3 [156,158]. This is because one of the latest challenges in BCI development are both, software and hardware improvements in order to make them as user friendly as possible [159].…”

mentioning

confidence: 99%

“…Figure 6. The most popular inexpensive, customer-grade EEG headsets from the Table 3 (based on [156,158]).…”

mentioning

confidence: 99%

Summary of over Fifty Years with Brain-Computer Interfaces—A Review

et al. 2021

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Over the last few decades, the Brain-Computer Interfaces have been gradually making their way to the epicenter of scientific interest. Many scientists from all around the world have contributed to the state of the art in this scientific domain by developing numerous tools and methods for brain signal acquisition and processing. Such a spectacular progress would not be achievable without accompanying technological development to equip the researchers with the proper devices providing what is absolutely necessary for any kind of discovery as the core of every analysis: the data reflecting the brain activity. The common effort has resulted in pushing the whole domain to the point where the communication between a human being and the external world through BCI interfaces is no longer science fiction but nowadays reality. In this work we present the most relevant aspects of the BCIs and all the milestones that have been made over nearly 50-year history of this research domain. We mention people who were pioneers in this area as well as we highlight all the technological and methodological advances that have transformed something available and understandable by a very few into something that has a potential to be a breathtaking change for so many. Aiming to fully understand how the human brain works is a very ambitious goal and it will surely take time to succeed. However, even that fraction of what has already been determined is sufficient e.g., to allow impaired people to regain control on their lives and significantly improve its quality. The more is discovered in this domain, the more benefit for all of us this can potentially bring.

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Brain–Computer Interface Games Based on Consumer-Grade EEG Devices: A Systematic Literature Review

Cited by 121 publications

References 105 publications

Playing a P300-based BCI VR game leads to changes in cognitive functions of healthy adults

Playing a P300-based BCI VR game leads to changes in cognitive functions of healthy adults

People-as-a-Service Dilemma: Humanizing Computing Solutions in High-Efficiency Applications

Summary of over Fifty Years with Brain-Computer Interfaces—A Review

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