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arXiv 0901.2203nlin.AOphysics.bio-phq-bio.NC
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神经网络作为动力系统的观点

A view of Neural Networks as dynamical systems

B. Cessac

摘要:

我们从动力系统理论的角度考虑神经网络。本着这种精神,我们审查最近的结果处理以下问题,在特定的模型的背景下处理。1.集体动力学特征; 2。棘波序列的统计分析; 3.动态与网络结构之间的相互作用; 4.突触可塑性的影响。

英文摘要:

We consider neural networks from the point of view of dynamical systems theory. In this spirit we review recent results dealing with the following questions, adressed in the context of specific models. 1. Characterizing the collective dynamics; 2. Statistical analysis of spikes trains; 3. Interplay between dynamics and network structure; 4. Effects of synaptic plasticity.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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