Simulated generation of evoked potentials components using networks with distinct excitatory and inhibitory neurons.

Simulated generation of evoked potentials components using networks with distinct excitatory and inhibitory neurons.

Long latency evoked potentials (EPs) are electrical potentials related to brain information processing mechanisms. A three-layered neurophysiologically based artificial neural network model is presented whose neurons obey to Dale's law. The first two layers of the network can memorize and recal...

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Bibliografske podrobnosti
izdano v:IEEE Transactions on information technology in biomedicine 4, 3 (2000).
Glavni avtor: Ventouras, E.
Format: Article
Jezik:English
Teme:
Dale law.
Artificial neural network model.
Biologically plausible frequencies.
Brain information processing mechanisms.
Cognitive functions.
Electrical potentials.
Evoked current dipoles.
Evoked potentials components.
Excitatory neurons.
Inhibitory neurons.
Long latency evoked potentials.
Low-pass filtering synapses.
Neurophysiology.
Psychophysiological indications.
Simulated intracranial dipoles.
Sparsely coded patterns.