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- Open Access
Kernel current source density method
© Potworowski et al; licensee BioMed Central Ltd. 2011
- Published: 18 July 2011
- Neural Activity
- Synaptic Input
- Local Field Potential
- Dendritic Processing
- Current Source Density
Local field potentials (LFP), the low-frequency part of extracellular electric potential, reflect dendritic processing of synaptic inputs to neuronal populations. They are an invaluable tool in the studies of neural activity both in vivo and in vitro. With recent fast development of multielectrode technology one can easily record potentials in different geometries, including 3D setups, from multiple sites simultaneously. Due to the long-range nature of electric field each electrode may reflect activity of sources located millimeters away which complicates analysis of LFP. Whenever possible it is convenient to estimate the sources of measured potential, called current source density (CSD), which is the volume density of net transmembrane currents. CSD directly reflects the local neural activity and current source density analysis is often used to analyze LFP.
In homogeneous and isotropic tissue CSD is given by the Laplacian of the potentials, so discrete differentiation is the simplest estimate for a set of potentials on a regular grid. Recently continuous methods for CSD estimation have been developed, called the inverse CSD (iCSD). These methods assume a specific parametric form of CSD generating potentials and calculate the LFP in a forward-modeling scheme to obtain the values of CSD parameters. The iCSD framework assumes CSD distributions parameterized with as many parameters as there are measurements.
Supported by the Polish Ministry of Science and Higher Education grant PBZ/MNiSW/07/2006/11 and by the infrastructural grant from the Polish Ministry of Regional Development, POIG.02.03.00-00-003/09.
- Nicholson C, Freeman JA: Theory of current source-density analysis and determination of conductivity sensor for anuran cerebellum. J Neurophysiol. 1975, 38: 356-368.PubMedGoogle Scholar
- Pettersen KH, Devor A, Ulbert I, Dale AM, Einevoll GT: Current-source density estimation based on inversion of electrostatic forward solution: effects of finite extent of neuronal activity and conductivity discontinuities. J Neurosci Methods. 2006, 154: 116-133. 10.1016/j.jneumeth.2005.12.005.View ArticlePubMedGoogle Scholar
- Łęski S, Wójcik DK, Tereszczuk J, Świejkowski DA, Kublik E, Wróbel A: Inverse Current-Source Density in three dimensions. Neuroinformatics. 2007, 5: 207-222. 10.1007/s12021-007-9000-z.View ArticlePubMedGoogle Scholar
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