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Astrocyte-induced positive integrated information in neuron-astrocyte ensembles

Kanakov, O; Gordleeva, S; Ermolaeva, A; Jalan, S; Zaikin, A; (2019) Astrocyte-induced positive integrated information in neuron-astrocyte ensembles. Physical Review E , 99 (1) 10.1103/PhysRevE.99.012418. Green open access

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Abstract

Integrated information is a quantitative measure from information theory of how tightly all parts of a system are interconnected in terms of information exchange. In this study we show that astrocytes, playing an important role in regulation of information transmission between neurons, may contribute to a generation of positive integrated information in neuronal ensembles. Analytically and numerically we show that the presence of astrocytic regulation of neurotransmission may be essential for this information attribute in neuroastrocytic ensembles. Moreover, the proposed “spiking-bursting” mechanism of generating positive integrated information is shown to be generic and not limited to neuron-astrocyte networks and is given a complete analytic description.

Type: Article
Title: Astrocyte-induced positive integrated information in neuron-astrocyte ensembles
Open access status: An open access version is available from UCL Discovery
DOI: 10.1103/PhysRevE.99.012418
Publisher version: https://doi.org/10.1103/PhysRevE.99.012418
Language: English
Additional information: This is the published version of record. For information on re-use, please refer to the publisher’s terms and conditions.
UCL classification: UCL
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Population Health Sciences > UCL EGA Institute for Womens Health
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Population Health Sciences > UCL EGA Institute for Womens Health > Womens Cancer
URI: https://discovery.ucl.ac.uk/id/eprint/10068643
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