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Transfer entropy, symbolic transfer entropy and transcript mutual information indicators reveal a leading role of infragranular layers during slow oscillations

Authors :
Núria Tort-Colet
Roberto Monetti
Jose Maria Amigó Garcia
Maria V Sanchez-Vives
Source :
Frontiers in Systems Neuroscience, Vol 9 (2015)
Publication Year :
2015
Publisher :
Frontiers Media S.A., 2015.

Abstract

The recurrent circuitry of the cerebral cortex generates an emergent pattern of activity that is organized into rhythmic periods of firing and silence referred to as slow oscillations (ca 1 Hz). Slow oscillations not only are dominant during slow wave sleep and deep anaesthesia, but also can be generated by the isolated cortical network in vitro, being a sort of default activity of the cortical network. The cortex is densely and reciprocally connected with subcortical structures and, as a result, the slow oscillations in situ are the result of an interplay between cortex and thalamus. Due to this reciprocal connectivity and interplay, the mechanism responsible for the initiation of waves in the corticothalamocortical loop during slow oscillations is still a matter of debate. The prevalent view is that infragranular layers of the cortex, where the highest firing rates are found, are leading the periods of activity or Up states, from where activity rapidly spreads to all cortical layers and subcortical structures such as the thalamus. However, other authors support that the slow wave activity is an emergent property of corticothalamocortical networks defining the origin of this activity as a balance between cortical and thalamic contributions. To determine the directionality of the information flow between different layers of the cortex and the connected thalamus during spontaneous activity we obtained multilayer local field potentials from the rat visual cortex and from its connected thalamus, the lateral geniculate nucleus, during deep anaesthesia. We analyzed directionality of information flow between thalamus, cortical infragranular layers (5 and 6) and supragranular layers (2/3) by means of three information theoretical indicators: transfer entropy, symbolic transfer entropy and transcript mutual information. These three indicators coincided in finding that infragranular layers lead the information flow during slow oscillations both towards supragranular layers and towards the thalamus.

Details

Language :
English
ISSN :
16625137
Volume :
9
Database :
Directory of Open Access Journals
Journal :
Frontiers in Systems Neuroscience
Publication Type :
Academic Journal
Accession number :
edsdoj.5145b2cdc31343ef95d1eec6e94109e1
Document Type :
article
Full Text :
https://doi.org/10.3389/conf.fnsys.2015.06.00013