开发大规模大脑动态和认知增强的控制理论目标
Matthew F Singh1,2,3, Michael W Cole2, Todd S Braver3
1Electrical and Systems Engineering, Washington University in St. Louis, St. Louis, 63130, MO, USA.
概括
大脑刺激技术为治疗和研究目的提供了精确控制大脑活动的新方法. 未来的工作将专注于先进的控制策略,以调节复杂的认知功能,如记忆和注意力.
科学领域:
- 神经科学是一个神经科学.
- 生物医学工程 生物医学工程
- 控制理论 控制理论
背景情况:
- 大脑刺激技术可以直接操纵大脑和神经系统.
- 这些技术显示出改变症状和行为的潜力.
研究的目的:
- 审查大脑刺激方面的进展.
- 概述控制认知功能的挑战和研究途径.
主要方法:
- 审查最近在大脑刺激技术的进展.
- 对控制理论和工程应用进行讨论.
- 探索用于控制神经计算的框架.
主要成果:
- 大脑刺激可以改变特定的症状和行为.
- 优化技术是必要的细微的控制.
- 控制理论对于算法策略至关重要.
结论:
- 需要先进的控制框架来调节复杂的认知功能.
- 外源控制认知提供了重要的研究机会.
- 整合工程和神经科学的跨学科方法至关重要.
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