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Forms of prediction in the nervous system

机译:神经系统预测形式

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The idea that predictions shape how we perceive and comprehend the world has become increasingly influential in the field of systems neuroscience. It also forms an important framework for understanding neuropsychiatric disorders, which are proposed to be the result of disturbances in the mechanisms through which prior information influences perception and belief, leading to the production of suboptimal models of the world. There is a widespread tendency to conceptualize the influence of predictions exclusively in terms of 'top-down' processes, whereby predictions generated in higher-level areas exert their influence on lower-level areas within an information processing hierarchy. However, this excludes from consideration the predictive information embedded in the 'bottom-up' stream of information processing. We describe evidence for the importance of this distinction and argue that it is critical for the development of the predictive processing framework and, ultimately, for an understanding of the perturbations that drive the emergence of neuropsychiatric symptoms and experiences.
机译:预测形状的想法是如何在系统神经科学领域越来越有影响力。它还形成了理解神经精神疾病的重要框架,这被提议是先前信息影响知识和信仰的机制中干扰的结果,从而导致世界次优模型的生产。在“自上而下”过程方面,存在广泛的倾向于概念完全化预测的影响,从而在更高级区域中产生的预测对信息处理层次结构内的较低级别区域产生影响。然而,这不包括在考虑“自下而上”信息处理流中嵌入的预测信息。我们描述了这种区别重要性的证据,并争辩说,对预测性加工框架的发展至关重要,最终是为了了解推动神经精神症状和经验的出现的扰动。

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