Item Details

Neuronal Ensemble Modeling and Analysis With Variable Order Markov Models [electronic resource]

Zippo, Antonio Giuliano
Format
EBook; Book; Online
Published
Milano : Libreria Ledi Srl April 2011
Language
English
ISBN
9788895994574, 8895994574 (Trade Paper)
Summary
Annotation
Description
Mode of access: World wide Web.
Logo for Copyright Not EvaluatedCopyright Not Evaluated
Technical Details
  • Access in Virgo Classic

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    a| Neuronal Ensemble Modeling and Analysis with Variable Order Markov Models h| [electronic resource]
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    a| Annotation b| Neuronal cells (neurons) mainly transmit signals by action potentials or spikes.Neuronal electrical activity is recorded from experimental animals bymicroelectrodesplaced in specific brain areas. These electrochemical fast phenomenaoccur as all-or-none events and can be analyzed as boolean sequences. Followingthis approach, several computational analyses reported most variable neuronalbehaviors expressed through a large variety of firing patterns [13]. Thesepatternshave been modeled as symbolic strings with a number of different techniques[23, 55]The results obtained with these methods come (i) from Ventrobasal ThalamicNuclei (VB) and Somatosensory Cortex (SSI) in Chronic Pain Animals (CPAs), (ii) from Primary Visual (V1) and (SSI) in rat Cortices and, finally, (iii) fromIL human Thalamus Nuclei in patients suffering from states of disorderedconsciousnesslike Persistent Vegetative State (PVS) and Minimum Conscious State(MCS).
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