Biological modelling of a computational spiking neural network with neuronal avalanches

In recent years, an increasing number of studies have demonstrated that networks in the brain can self-organize into a critical state where dynamics exhibit a mixture of ordered and disordered patterns. This critical branching phenomenon is termed neuronal avalanches. It has been hypothesized that t...

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Veröffentlicht in:	Philosophical transactions of the Royal Society of London. Series A: Mathematical, physical, and engineering sciences physical, and engineering sciences, 2017-06, Vol.375 (2096), p.20160286-20160286
Hauptverfasser:	Li, Xiumin, Chen, Qing, Xue, Fangzheng
Format:	Artikel
Sprache:	eng
Schlagworte:	Action Potentials - physiology Animals Avalanches Biological Clocks - physiology Biological computing Biological models (mathematics) Biomimetics - methods Brain Cardiology Computational Performance Computing time Critical Dynamic Feedback, Physiological - physiology Humans Learning - physiology Machine Learning Nerve Net - physiology Neural networks Neural Networks (Computer) Neuronal Avalanches Neuronal Plasticity - physiology Plastic properties Robustness (mathematics) Spike-Timing-Dependent Plasticity Spiking Spiking Neural Network State machines
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