丘脑爆发介导模式识别

International IEEE/EMBS Conference on Neural Engineering : [proceedings]. International IEEE EMBS Conference on Neural Engineering Pub Date : 2009-06-23 DOI:10.1109/NER.2009.5109358

M. Jändel

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引用次数: 2

摘要

提出了一种新的丘脑背侧突发放电的功能模型，其中基于核机原理的丘脑皮层模式识别系统通过突发信号连接。这些系统包括丘脑背侧的输入捕获、皮质学习状态记忆和丘脑网状核的处理。错误分类的事件在清醒状态下被捕获作为训练样本，模式识别系统在深度睡眠中通过广泛的丘脑爆发来训练。

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Thalamic bursts mediate pattern recognition

A new functional model for burst firing in the dorsal thalamus is proposed where thalamocortical pattern recognition systems, based on kernel machine principles, are connected by burst signaling. The systems include input trapping in the dorsal thalamus, cortical learning state memory and processing in the thalamic reticular nucleus. Misclassified events are captured as training examples in the waking state and the pattern recognition systems are trained by extensive thalamic bursting in deep sleep.

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来源期刊

International IEEE/EMBS Conference on Neural Engineering : [proceedings]. International IEEE EMBS Conference on Neural Engineering

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