功能性认知障碍的神经网络假说:过度拟合脑假说的延伸

IF 1.5 4区 医学 Q3 PSYCHIATRY
A. Larner
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引用次数: 1

摘要

摘要:近年来,虽然对功能性认知障碍(FCD)的实证研究取得了进展,但理论和概念模型的发展却较为缓慢。FCD的现有框架是基于其他功能性神经疾病或元认知过程的模型,并且被认为缺乏机制精度。方法:本文尝试将Hoel关于梦的进化功能的过拟合脑假说应用于FCD。结果:这假设了经验观察到的FCD睡眠障碍包括梦的受损,这导致大脑过度拟合,因此无法适当地概括,产生记忆期望和记忆表现之间的不匹配。结论:FCD的表述基于神经网络研究的考虑,与功能性神经疾病的贝叶斯模型有共同之处。此外,它对未来FCD的假设驱动研究具有启示意义,并为管理策略提供了实用基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Towards a neural network hypothesis for functional cognitive disorders: an extension of the Overfitted Brain Hypothesis
ABSTRACT Introduction: Whilst the empirical understanding of functional cognitive disorders (FCD) has advanced in recent years, theoretical and conceptual models have evolved more slowly. Existing frameworks for FCD are based on models of other functional neurological disorders or of metacognitive processes and are recognised to lack mechanistic precision. Methods: In this article, a novel application to FCD of Hoel’s Overfitted Brain Hypothesis of the evolved function of dreaming is attempted. Results: This posits that the empirically observed sleep disturbance in FCD entails impaired dreaming which causes the brain to be overfitted and hence unable to generalise appropriately, producing mismatch between memory expectations and memory performance. Conclusions: This formulation of FCD is based on considerations derived from the study of neural networks and shares commonalities with Bayesian models of functional neurological disorders. Additionally, it has implications for future hypothesis-driven research in FCD and suggests a pragmatic basis for management strategies.
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来源期刊
CiteScore
3.20
自引率
11.80%
发文量
18
审稿时长
>12 weeks
期刊介绍: Cognitive Neuropsychiatry (CNP) publishes high quality empirical and theoretical papers in the multi-disciplinary field of cognitive neuropsychiatry. Specifically the journal promotes the study of cognitive processes underlying psychological and behavioural abnormalities, including psychotic symptoms, with and without organic brain disease. Since 1996, CNP has published original papers, short reports, case studies and theoretical and empirical reviews in fields of clinical and cognitive neuropsychiatry, which have a bearing on the understanding of normal cognitive processes. Relevant research from cognitive neuroscience, cognitive neuropsychology and clinical populations will also be considered. There are no page charges and we are able to offer free color printing where color is necessary.
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