Literature DB >> 17926125

Estimation of population firing rates and current source densities from laminar electrode recordings.

Klas H Pettersen1, Espen Hagen, Gaute T Einevoll.   

Abstract

This model study investigates the validity of methods used to interpret linear (laminar) multielectrode recordings. In computer experiments extracellular potentials from a synaptically activated population of about 1,000 pyramidal neurons are calculated using biologically realistic compartmental neuron models combined with electrostatic forward modeling. The somas of the pyramidal neurons are located in a 0.4 mm high and wide columnar cylinder, mimicking a stimulus-evoked layer-5 population in a neocortical column. Current-source density (CSD) analysis of the low-frequency part (<500 Hz) of the calculated potentials (local field potentials, LFP) based on the 'inverse' CSD method is, in contrast to the 'standard' CSD method, seen to give excellent estimates of the true underlying CSD. The high-frequency part (>750 Hz) of the potentials (multi-unit activity, MUA) is found to scale approximately as the population firing rate to the power 3/4 and to give excellent estimates of the underlying population firing rate for trial-averaged data. The MUA signal is found to decay much more sharply outside the columnar populations than the LFP.

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Year:  2007        PMID: 17926125     DOI: 10.1007/s10827-007-0056-4

Source DB:  PubMed          Journal:  J Comput Neurosci        ISSN: 0929-5313            Impact factor:   1.621


  24 in total

Review 1.  Synaptic efficacy and reliability of excitatory connections between the principal neurones of the input (layer 4) and output layer (layer 5) of the neocortex.

Authors:  D Feldmeyer; B Sakmann
Journal:  J Physiol       Date:  2000-05-15       Impact factor: 5.182

2.  Electrical interactions via the extracellular potential near cell bodies.

Authors:  G R Holt; C Koch
Journal:  J Comput Neurosci       Date:  1999 Mar-Apr       Impact factor: 1.621

3.  Model of low-pass filtering of local field potentials in brain tissue.

Authors:  C Bédard; H Kröger; A Destexhe
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2006-05-19

4.  Laminar population analysis: estimating firing rates and evoked synaptic activity from multielectrode recordings in rat barrel cortex.

Authors:  Gaute T Einevoll; Klas H Pettersen; Anna Devor; Istvan Ulbert; Eric Halgren; Anders M Dale
Journal:  J Neurophysiol       Date:  2006-12-20       Impact factor: 2.714

5.  Current-source density estimation based on inversion of electrostatic forward solution: effects of finite extent of neuronal activity and conductivity discontinuities.

Authors:  Klas H Pettersen; Anna Devor; Istvan Ulbert; Anders M Dale; Gaute T Einevoll
Journal:  J Neurosci Methods       Date:  2006-01-24       Impact factor: 2.390

6.  Using extracellular action potential recordings to constrain compartmental models.

Authors:  Carl Gold; Darrell A Henze; Christof Koch
Journal:  J Comput Neurosci       Date:  2007-02-02       Impact factor: 1.621

7.  Influence of dendritic structure on firing pattern in model neocortical neurons.

Authors:  Z F Mainen; T J Sejnowski
Journal:  Nature       Date:  1996-07-25       Impact factor: 49.962

8.  Numerical data on neocortical neurons in adult rat, with special reference to the GABA population.

Authors:  C Beaulieu
Journal:  Brain Res       Date:  1993-04-23       Impact factor: 3.252

Review 9.  Current source-density method and application in cat cerebral cortex: investigation of evoked potentials and EEG phenomena.

Authors:  U Mitzdorf
Journal:  Physiol Rev       Date:  1985-01       Impact factor: 37.312

10.  Current source density analysis: methods and application to simultaneously recorded field potentials of the rabbit's visual cortex.

Authors:  P Rappelsberger; H Pockberger; H Petsche
Journal:  Pflugers Arch       Date:  1981-01       Impact factor: 3.657

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  40 in total

Review 1.  Neurophysiological and computational principles of cortical rhythms in cognition.

Authors:  Xiao-Jing Wang
Journal:  Physiol Rev       Date:  2010-07       Impact factor: 37.312

2.  Intrinsic dendritic filtering gives low-pass power spectra of local field potentials.

Authors:  Henrik Lindén; Klas H Pettersen; Gaute T Einevoll
Journal:  J Comput Neurosci       Date:  2010-05-26       Impact factor: 1.621

Review 3.  The origin of extracellular fields and currents--EEG, ECoG, LFP and spikes.

Authors:  György Buzsáki; Costas A Anastassiou; Christof Koch
Journal:  Nat Rev Neurosci       Date:  2012-05-18       Impact factor: 34.870

4.  Electrodiffusion models of neurons and extracellular space using the Poisson-Nernst-Planck equations--numerical simulation of the intra- and extracellular potential for an axon model.

Authors:  Jurgis Pods; Johannes Schönke; Peter Bastian
Journal:  Biophys J       Date:  2013-07-02       Impact factor: 4.033

Review 5.  Modelling and analysis of local field potentials for studying the function of cortical circuits.

Authors:  Gaute T Einevoll; Christoph Kayser; Nikos K Logothetis; Stefano Panzeri
Journal:  Nat Rev Neurosci       Date:  2013-11       Impact factor: 34.870

6.  High-amplitude positive spikes recorded extracellularly in cat visual cortex.

Authors:  Carl Gold; Cyrille C Girardin; Kevan A C Martin; Christof Koch
Journal:  J Neurophysiol       Date:  2009-09-30       Impact factor: 2.714

7.  h-Type Membrane Current Shapes the Local Field Potential from Populations of Pyramidal Neurons.

Authors:  Torbjørn V Ness; Michiel W H Remme; Gaute T Einevoll
Journal:  J Neurosci       Date:  2018-06-06       Impact factor: 6.167

8.  Contribution of action potentials to the extracellular field potential in the nucleus laminaris of barn owl.

Authors:  Paula T Kuokkanen; Go Ashida; Anna Kraemer; Thomas McColgan; Kazuo Funabiki; Hermann Wagner; Christine Köppl; Catherine E Carr; Richard Kempter
Journal:  J Neurophysiol       Date:  2017-12-20       Impact factor: 2.714

9.  Hybrid Scheme for Modeling Local Field Potentials from Point-Neuron Networks.

Authors:  Espen Hagen; David Dahmen; Maria L Stavrinou; Henrik Lindén; Tom Tetzlaff; Sacha J van Albada; Sonja Grün; Markus Diesmann; Gaute T Einevoll
Journal:  Cereb Cortex       Date:  2016-10-20       Impact factor: 5.357

10.  Estimation of thalamocortical and intracortical network models from joint thalamic single-electrode and cortical laminar-electrode recordings in the rat barrel system.

Authors:  Patrick Blomquist; Anna Devor; Ulf G Indahl; Istvan Ulbert; Gaute T Einevoll; Anders M Dale
Journal:  PLoS Comput Biol       Date:  2009-03-27       Impact factor: 4.475

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