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Timing control of single neuron spikes with optogenetic stimulation
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Noel, Adam, Monabbati, Shayan, Makrakis, Dimitrios and Eckford, Andrew W. (2018) Timing control of single neuron spikes with optogenetic stimulation. In: IEEE International Conference on Communications (ICC) 2018, Kansas City, MO, USA, 20-24 May 2018. Published in: 2018 IEEE International Conference on Communications (ICC) doi:10.1109/ICC.2018.8422667 ISSN 1938-1883.
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WRAP-Timing-control-of-single-neron-spikes-Noel-2018.pdf - Accepted Version - Requires a PDF viewer. Download (890Kb) | Preview |
Official URL: https://doi.org/10.1109/ICC.2018.8422667
Abstract
This paper predicts the ability to externally control the firing times of a cortical neuron whose behavior follows the Izhikevich neuron model. The Izhikevich neuron model provides an efficient and biologically plausible method to track a cortical neuron's membrane potential and its firing times. The external control is a simple optogenetic model represented by a constant current source that can be turned on or off. This paper considers a firing frequency that is sufficiently low for the membrane potential to return to its resting potential after it fires. The time required for the neuron to charge and for the neuron to recover to the resting potential are fitted to functions of the Izhikevich neuron model parameters. Results show that linear functions of the model parameters can be used to predict the charging times with some accuracy and are sufficient to estimate the highest firing frequency achievable without interspike interference.
| Item Type: | Conference Item (Paper) | ||||||
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| Subjects: | T Technology > TA Engineering (General). Civil engineering (General) | ||||||
| Divisions: | Faculty of Science, Engineering and Medicine > Engineering > Engineering | ||||||
| Library of Congress Subject Headings (LCSH): | Optogenetics, Neurons, Computational neuroscience, Neural networks (Neurobiology) | ||||||
| Journal or Publication Title: | 2018 IEEE International Conference on Communications (ICC) | ||||||
| Publisher: | IEEE | ||||||
| ISSN: | 1938-1883 | ||||||
| Official Date: | 31 July 2018 | ||||||
| Dates: |
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| DOI: | 10.1109/ICC.2018.8422667 | ||||||
| Status: | Peer Reviewed | ||||||
| Publication Status: | Published | ||||||
| Reuse Statement (publisher, data, author rights): | © 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. | ||||||
| Access rights to Published version: | Restricted or Subscription Access | ||||||
| Date of first compliant deposit: | 17 April 2018 | ||||||
| Date of first compliant Open Access: | 17 April 2018 | ||||||
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| Conference Paper Type: | Paper | ||||||
| Title of Event: | IEEE International Conference on Communications (ICC) 2018 | ||||||
| Type of Event: | Conference | ||||||
| Location of Event: | Kansas City, MO, USA | ||||||
| Date(s) of Event: | 20-24 May 2018 | ||||||
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| Open Access Version: |
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