Brain-computer interfaces as a causal probe for scientific inquiry.

IF 17.2 1区 心理学 Q1 BEHAVIORAL SCIENCES
Asma Motiwala, Joana Soldado-Magraner, Aaron P Batista, Matthew A Smith, Byron M Yu
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引用次数: 0

Abstract

Establishing causal relationships between neural activity and brain function requires experimental perturbations of neural activity. Many existing perturbation methods modify activity by directly applying external signals to the brain. We review an alternative approach where brain-computer interfaces (BCIs) leverage volitional control of neural activity to manipulate and causally perturb it. We highlight the potential of BCIs to manipulate neural activity in ways that are flexible, accurate, and adhere to intrinsic biophysical and network-level constraints to investigate the consequences of configuring neural population activity in specified ways. We discuss the advantages and disadvantages of using BCIs as a perturbation tool compared with other perturbation methods and how BCIs can expand the scope of questions that can be addressed about brain function.

脑机接口作为科学探究的因果探测器。
建立神经活动和脑功能之间的因果关系需要对神经活动进行实验扰动。许多现有的扰动方法通过直接向大脑施加外部信号来改变活动。我们回顾了另一种方法,其中脑机接口(bci)利用神经活动的意志控制来操纵和干扰它。我们强调了脑机接口以灵活、准确的方式操纵神经活动的潜力,并坚持内在的生物物理和网络级约束,以研究以特定方式配置神经群体活动的后果。我们讨论了与其他扰动方法相比,使用脑机接口作为扰动工具的优点和缺点,以及脑机接口如何扩展可以解决的关于脑功能的问题的范围。
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来源期刊
Trends in Cognitive Sciences
Trends in Cognitive Sciences 医学-行为科学
CiteScore
27.90
自引率
1.50%
发文量
156
审稿时长
6-12 weeks
期刊介绍: Essential reading for those working directly in the cognitive sciences or in related specialist areas, Trends in Cognitive Sciences provides an instant overview of current thinking for scientists, students and teachers who want to keep up with the latest developments in the cognitive sciences. The journal brings together research in psychology, artificial intelligence, linguistics, philosophy, computer science and neuroscience. Trends in Cognitive Sciences provides a platform for the interaction of these disciplines and the evolution of cognitive science as an independent field of study.
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