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- W2016192591 abstract "This paper provides an overview of different types of models for studying activity of nerve cells and their networks with a special emphasis on neural oscillations. One part describes the neuronal models based on the Hodgkin and Huxley formalism first described in the 1950s. It is discussed how further simplifications of this formalism enable mathematical analysis of the process of neural excitability. The focus of the paper’s second component is on network activity. Understanding network function is one of the important frontiers remaining in neuroscience. At present, experimental techniques can only provide global recordings or samples of the activity of the huge networks that form the nervous system. Models in neuroscience can therefore play a critical role by providing a framework for integration of necessarily incomplete datasets, thereby providing insight into the mechanisms of neural function. Network models can either explicitly contain individual network nodes that model the neurons, or they can be based on representations of compound population activity. The latter approach was pioneered by Wilson and Cowan in the 1970s. Finally I provide an overview and discuss how network models are employed in the study of neuronal network pathology such as epilepsy." @default.
- W2016192591 created "2016-06-24" @default.
- W2016192591 creator A5019358239 @default.
- W2016192591 date "2013-03-07" @default.
- W2016192591 modified "2023-10-14" @default.
- W2016192591 title "Modeling Neural Activity" @default.
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- W2016192591 doi "https://doi.org/10.1155/2013/871472" @default.
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