Tsybina, Y;
Krivonosov, M;
Gordleeva, S;
Zaikin, A;
Gorban, A;
(2020)
Short-term memory in neuron-astrocyte network.
In:
Proceedings of the 4th Scientific School on Dynamics of Complex Networks and their Application in Intellectual Robotics (DCNAIR) 2020.
(pp. pp. 245-247).
Institute of Electrical and Electronics Engineers (IEEE)
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Abstract
In this paper, we study the role of astrocyte-induced modulation of signal transmission in network of synaptically coupled spiking neurons in the mechanisms of the short-term memory formation. We show, that due to the local spatial synchronization of signaling in the neural network induced by the astrocyte during the duration of the Ca 2+ signal, the proposed neuron-astrocyte network can operate as a temporal Hopfield network.
| Type: | Proceedings paper |
|---|---|
| Title: | Short-term memory in neuron-astrocyte network |
| Event: | The 4th Scientific School on Dynamics of Complex Networks and their Application in Intellectual Robotics (DCNAIR) |
| Location: | Innopolis, Russia |
| Dates: | 7th-9th September 2020 |
| ISBN-13: | 9781728172866 |
| Open access status: | An open access version is available from UCL Discovery |
| DOI: | 10.1109/DCNAIR50402.2020.9216909 |
| Publisher version: | https://doi.org/10.1109/DCNAIR50402.2020.9216909 |
| Language: | English |
| Additional information: | This version is the author accepted manuscript. For information on re-use, please refer to the publisher's terms and conditions. |
| Keywords: | Astrocyte, Short-term Memory, Neural Network |
| 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/10164976 |
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