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- W1557082854 abstract "Generation of electrical potentials or magnetic fields measurable from the brain is due to a nonlinear sum/distribution of electrochemical active potentials within all the neurons involved in cognitive or movement related processes. The model based on phase–coupling explained in this chapter introduces the weakly coupled oscillators, which can be used to model the interactions between the neurons. The Hodgkin–Huxley model provides a detailed and accurate model for generation of active potentials. Linear and nonlinear prediction filers can be used in modelling the neuro generators. Gaussian mixtures are capable of modelling the EEG, particularly event–related, evoked and movement related potentials. Finally, circuit models are introduced to combine the excitatory and inhibitory postsynaptic potentials for generation of an EEG signal. The synaptic currents are also been modelled using electronic circuits. These circuits are also used to model a large number of neurons for generation of particular brain waveforms. Controlled Vocabulary Terms electroencephalography; electronic circuits; Integrated circuit modeling; neural nets; physiological models" @default.
- W1557082854 created "2016-06-24" @default.
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- W1557082854 date "2013-05-24" @default.
- W1557082854 modified "2023-09-26" @default.
- W1557082854 title "EEG Signal Modelling" @default.
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- W1557082854 doi "https://doi.org/10.1002/9781118622162.ch3" @default.
- W1557082854 hasPublicationYear "2013" @default.
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