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The relationship between nernst equilibrium variability and the multifractality of interspike intervals in the hippocampus
- Source :
- Journal of Computational Neuroscience. 42:167-175
- Publication Year :
- 2016
- Publisher :
- Springer Science and Business Media LLC, 2016.
-
Abstract
- Spatiotemporal patterns of action potentials are considered to be closely related to information processing in the brain. Auto-generating neurons contributing to these processing tasks are known to cause multifractal behavior in the inter-spike intervals of the output action potentials. In this paper we define a novel relationship between this multifractality and the adaptive Nernst equilibrium in hippocampal neurons. Using this relationship we are able to differentiate between various drugs at varying dosages. Conventional methods limit their ability to account for cellular charge depletion by not including these adaptive Nernst equilibria. Our results provide a new theoretical approach for measuring the effects which drugs have on single-cell dynamics.
- Subjects :
- 0301 basic medicine
Cognitive Neuroscience
Models, Neurological
Action Potentials
Thermodynamics
Hippocampus
Poisson process
Multifractal detrended fluctuation analysis
03 medical and health sciences
Cellular and Molecular Neuroscience
symbols.namesake
0302 clinical medicine
Nernst equation
Limit (mathematics)
Statistical physics
Neurons
Hurst exponent
Electronic Data Processing
Quantitative Biology::Neurons and Cognition
Multifractal system
Sensory Systems
030104 developmental biology
symbols
Psychology
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 15736873 and 09295313
- Volume :
- 42
- Database :
- OpenAIRE
- Journal :
- Journal of Computational Neuroscience
- Accession number :
- edsair.doi.dedup.....63b0e879343d7351317addd4f5a4b1ba
- Full Text :
- https://doi.org/10.1007/s10827-016-0633-5