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Direct Electrical Stimulation in Electrocorticographic Brain–Computer Interfaces: Enabling Technologies for Input to Cortex

机译:大脑皮层计算机接口中的直​​接电刺激:皮质输入的支持技术

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摘要

Electrocorticographic brain computer interfaces (ECoG-BCIs) offer tremendous opportunities for restoring function in individuals suffering from neurological damage and for advancing basic neuroscience knowledge. ECoG electrodes are already commonly used clinically for monitoring epilepsy and have greater spatial specificity in recording neuronal activity than techniques such as electroencephalography (EEG). Much work to date in the field has focused on using ECoG signals recorded from cortex as control outputs for driving end effectors. An equally important but less explored application of an ECoG-BCI is directing input into cortex using ECoG electrodes for direct electrical stimulation (DES). Combining DES with ECoG recording enables a truly bidirectional BCI, where information is both read from and written to the brain. We discuss the advantages and opportunities, as well as the barriers and challenges presented by using DES in an ECoG-BCI. In this article, we review ECoG electrodes, the physics and physiology of DES, and the use of electrical stimulation of the brain for the clinical treatment of disorders such as epilepsy and Parkinson’s disease. We briefly discuss some of the translational, regulatory, financial, and ethical concerns regarding ECoG-BCIs. Next, we describe the use of ECoG-based DES for providing sensory feedback and for probing and modifying cortical connectivity. We explore future directions, which may draw on invasive animal studies with penetrating and surface electrodes as well as non-invasive stimulation methods such as transcranial magnetic stimulation (TMS). We conclude by describing enabling technologies, such as smaller ECoG electrodes for more precise targeting of cortical areas, signal processing strategies for simultaneous stimulation and recording, and computational modeling and algorithms for tailoring stimulation to each individual brain.
机译:皮层脑电计算机接口(ECoG-BCI)为恢复遭受神经系统损伤的个人的功能以及促进基础神经科学知识提供了巨大的机会。 ECoG电极已经在临床上普遍用于监测癫痫病,并且在记录神经元活动方面比诸如脑电图(EEG)等技术具有更大的空间特异性。迄今为止,该领域的许多工作都集中在使用从皮质记录的ECoG信号作为驱动末端执行器的控制输出。 ECoG-BCI的一个同样重要但探索较少的应用是使用ECoG电极直接进行电刺激(DES),将输入引导到皮层。将DES与ECoG记录相结合,可以实现真正的双向BCI,在该BCI中,信息既可以从大脑读取,也可以写入大脑。我们讨论了在ECoG-BCI中使用DES所带来的优势和机遇以及障碍和挑战。在本文中,我们回顾了ECoG电极,DES的物理和生理学,以及对大脑的电刺激在癫痫病和帕金森氏病等疾病的临床治疗中的应用。我们简要讨论了有关ECoG-BCI的一些翻译,法规,财务和道德方面的问题。接下来,我们描述基于ECoG的DES用于提供感觉反馈以及探测和修改皮质连接性的用途。我们探讨了未来的方向,可能会利用具有穿透性和表面电极的侵入性动物研究以及诸如经颅磁刺激(TMS)的非侵入性刺激方法。最后,我们通过描述使能技术,例如用于更精确地定位皮层区域的较小ECoG电极,用于同时刺激和记录的信号处理策略,以及针对每个人的大脑定制刺激的计算模型和算法。

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