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Models of neural dynamics in brain information processing - the developments of 'the decade'

机译:脑信息处理中的神经动力学模型-“十年”的发展

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摘要

Neural network models are discussed that have been developed during the last decade with the purpose of reproducing spatio-temporal patterns of neural activity in different brain structures. The main goal of the modeling was to test hypotheses of synchronization, temporal and phase relations in brain information processing. The models being considered are those of temporal structure of spike sequences, of neural activity dynamics, and oscillatory models of attention and feature integration.
机译:讨论了近十年来开发的神经网络模型,目的是再现不同大脑结构中神经活动的时空模式。建模的主要目的是测试大脑信息处理中的同步,时间和相位关系的假设。所考虑的模型是尖峰序列的时间结构,神经活动动力学以及注意力和特征整合的振荡模型。

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