Cognitive remediation and schizophrenia: Effects on brain complexity

精神分裂症(面向对象编程) 神经心理学 认知 心理学 关联维数 吸引子 听力学 神经科学 精神科 医学 分形维数 数学 分形 数学分析
作者
Jaskirat Singh,Sukhwinder Singh,Seema Gupta,BS Chavan
出处
期刊:Neuroscience Letters [Elsevier BV]
卷期号:808: 137268-137268
标识
DOI:10.1016/j.neulet.2023.137268
摘要

The objective of this study is to investigate nonlinear neural dynamics of chronic patients with schizophrenia following 3 months of cognitive remediation and to find correlations with neuropsychological measures of cognition. Twenty nine patients were randomized to Cognitive Training (CT) and Treatment as Usual (TAU) group. The system complexity is estimated by Correlation Dimension (D2) and Largest Lyapunov Exponent (LLE) from the reconstructed attractor of the underlying system. Significant increase in dimensional complexity (D2) over time is observed in prefrontal and medial frontal-central regions in eyes open and arithmetic condition; and posterior parietal-occipital region under eyes closed after 3 months. Dynamical complexity (LLE) significantly decreased over time in medial left central region under eyes closed and eyes open condition; prefrontal region in eyes open and lateral right temporal region in arithmetic condition. Interaction is significant for medial left central region with TAU group exhibiting greater decrease in LLE compared to CT group. The CT group showed significant correlation of increased D2 with focused attention. In this study it is found that patients with schizophrenia exhibit higher dimensional and lower dynamical complexity over time indicating improvement in neurodynamics of underlying physiological system.
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