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Interface, interaction, and intelligence in generalized brain-computer interfaces

delete2021-08-01
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AI
高小榕 封面图
高小榕 (Xiaorong Gao)
Y
Yijun Wang
X
Xiaogang Chen
高上凯 (Shangkai Gao) *
DOI:10.1016/j.tics.2021.04.003delete
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摘要

摘要

En 中文
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.
Keyword:
OF-THE-ART
ARTIFICIAL-INTELLIGENCE
MACHINE INTERFACES
STIMULATION
FUTURE
STATE
NEUROFEEDBACK
DESIGN
COMMUNICATION
POTENTIALS
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期刊

Trends in Cognitive Sciences 封面图
Trends in Cognitive Sciences
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17.2
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3.6K
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tsinghua university
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institute of semiconductors, cas
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chinese academy of sciences
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