Trends in Cognitive Sciences, volume 25, issue 8, pages 671-684
Interface, interaction, and intelligence in generalized brain–computer interfaces
Publication type: Journal Article
Publication date: 2021-08-01
Journal:
Trends in Cognitive Sciences
Q1
Q1
SJR: 4.758
CiteScore: 27.9
Impact factor: 16.7
ISSN: 13646613, 1879307X
Neuropsychology and Physiological Psychology
Experimental and Cognitive Psychology
Cognitive Neuroscience
Abstract
A brain–computer interface (BCI) establishes a direct communication channel between a brain and an external device. With recent advances in neurotechnology and artificial intelligence (AI), the brain signals in BCI communication have been advanced from sensation and perception to higher-level cognition activities. While the field of BCI has grown rapidly in the past decades, the core technologies and innovative ideas behind seemingly unrelated BCI systems have never been summarized from an evolutionary point of view. Here, we review various BCI paradigms and present an evolutionary model of generalized BCI technology which comprises three stages: interface, interaction, and intelligence (I3). We also highlight challenges, opportunities, and future perspectives in the development of new BCI technology.
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Gao X. et al. Interface, interaction, and intelligence in generalized brain–computer interfaces // Trends in Cognitive Sciences. 2021. Vol. 25. No. 8. pp. 671-684.
GOST all authors (up to 50)
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Gao X., Wang Y., Chen X., Gao S. Interface, interaction, and intelligence in generalized brain–computer interfaces // Trends in Cognitive Sciences. 2021. Vol. 25. No. 8. pp. 671-684.
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TY - JOUR
DO - 10.1016/j.tics.2021.04.003
UR - https://doi.org/10.1016/j.tics.2021.04.003
TI - Interface, interaction, and intelligence in generalized brain–computer interfaces
T2 - Trends in Cognitive Sciences
AU - Gao, Xiaorong
AU - Wang, Yijun
AU - Chen, X.
AU - Gao, Shangkai
PY - 2021
DA - 2021/08/01
PB - Elsevier
SP - 671-684
IS - 8
VL - 25
SN - 1364-6613
SN - 1879-307X
ER -
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@article{2021_Gao,
author = {Xiaorong Gao and Yijun Wang and X. Chen and Shangkai Gao},
title = {Interface, interaction, and intelligence in generalized brain–computer interfaces},
journal = {Trends in Cognitive Sciences},
year = {2021},
volume = {25},
publisher = {Elsevier},
month = {aug},
url = {https://doi.org/10.1016/j.tics.2021.04.003},
number = {8},
pages = {671--684},
doi = {10.1016/j.tics.2021.04.003}
}
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Gao, Xiaorong, et al. “Interface, interaction, and intelligence in generalized brain–computer interfaces.” Trends in Cognitive Sciences, vol. 25, no. 8, Aug. 2021, pp. 671-684. https://doi.org/10.1016/j.tics.2021.04.003.