生物机械控制和主观机构的重叠的皮质基质
John P Veillette1, Alfred F Chao2, Romain Nith3
1Department of Psychology, University of Chicago, Chicago, IL 60637 johnv@uchicago.edu.
概括
大脑是大脑的大脑.
科学领域:
- 神经科学是一个神经科学.
- 发动机控制器的控制器
- 认知科学 认知科学
背景情况:
- 运动控制涉及复杂的神经过程,通常在意识之外.
- 代理感 (SoA) 是控制一个人的行为的主观经验.
- SoA的神经基础及其与运动控制表示的关系仍然不清楚.
研究的目的:
- 调查参与运动控制计划的大脑结构是否也支持代理意识.
- 探索运动控制的神经表征与主观意识之间的关系.
主要方法:
- 与生物机械控制的深度神经网络 (DNN) 模型相关联的人类fMRI数据.
- 使用参与者肌肉的功能电刺激 (FES) 操纵的代理感.
- 利用机器学习从大脑活动中解码SoA并识别运动控制的神经相关物.
主要成果:
- 确定了特定的皮质区域,包括视觉区域,编码与反向动力学相关的感觉运动状态.
- 发现这些相同的大脑区域预测了代理意识.
- 在个体受试者中展示了强大的模型-大脑对应和SoA解码.
结论:
- 运动控制计划的基础的神经表现,特别是反向动力学,与代理感有关.
- 对运动控制的主观意识可以从感觉运动和视觉区域的大脑活动中解码.
- 个人层面的分析使得能够详细研究运动表现和意识意识之间的关系.
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