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Brain-Machine Interfaces beyond Neuroprosthetics

机译:超越神经假体的脑机接口

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The field of invasive brain-machine interfaces (BMIs) is typically associated with neuroprosthetic applications aiming to recover loss of motor function. However, BMIs also represent a powerful tool to address fundamental questions in neuroscience. The observed subjects of BMI experiments can also be considered as indirect observers of their own neurophysiological activity, and the relationship between observed neurons and (artificial) behavior can be genuinely causal rather than indirectly correlative. These two characteristics defy the classical object-observer duality, making BMIs particularly appealing for investigating how information is encoded and decoded by neural circuits in real time, how this coding changes with physiological learning and plasticity, and how it is altered in pathological conditions. Within neuroengineering, BMI is like a tree that opens its branches into many traditional engineering fields, but also extends deep roots into basic neuroscience beyond neuroprosthetics.
机译:侵入性脑机接口(BMI)领域通常与旨在修复运动功能丧失的神经修复应用相关。但是,BMI还是解决神经科学基本问题的有力工具。 BMI实验的观察对象也可以视为其自身神经生理活动的间接观察者,并且观察到的神经元与(人工)行为之间的关系可以是真正的因果关系,而不是间接相关。这两个特征克服了经典的对象观察者对偶性,使BMI特别吸引人,以调查神经回路如何实时编码和解码信息,这种编码如何随着生理学习和可塑性变化以及在病理情况下如何变化。在神经工程学中,BMI就像一棵树,将其分支机构打开到许多传统工程领域,但也将其深层根源延伸到了神经修复术以外的基础神经科学领域。

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