论文标题
认知状态分析，理解和解码从大脑连接的角度
Cognitive State Analysis, Understanding, and Decoding from the Perspective of Brain Connectivity
论文作者
论文摘要
认知状态参与我们的日常生活，这激励我们通过各种观点来探索它们并理解它们。在这些观点中，近年来，大脑连通性越来越受到关注。现在是总结过去成就的合适时机，是该领域即将进步的基石。在本章中，首先给出了认知状态的定义，然后概述了经常研究的认知状态。遵循估计连通性强度和图理论指标的方法的引入。随后，分别描述了每个认知状态，并总结了认知状态研究的进展，包括分析，理解和解码。我们专注于从大脑连通性的角度来确定认知状态的宏观表征，并概述迄今为止与认知状态有关的成就，尤其是在过去十年内。讨论和未来的前景在本章结尾处说明。
Cognitive states are involving in our daily life, which motivates us to explore them and understand them by a vast variety of perspectives. Among these perspectives, brain connectivity is increasingly receiving attention in recent years. It is the right time to summarize the past achievements, serving as a cornerstone for the upcoming progress in the field. In this chapter, the definition of the cognitive state is first given and the cognitive states that are frequently investigated are then outlined. The introduction of the methods for estimating connectivity strength and graph theoretical metrics is followed. Subsequently, each cognitive state is separately described and the progress in cognitive state investigation is summarized, including analysis, understanding, and decoding. We concentrate on the literature ascertaining macro-scale representations of cognitive states from the perspective of brain connectivity and give an overview of achievements related to cognitive states to date, especially within the past ten years. The discussions and future prospects are stated at the end of the chapter.
