Back to Search
Start Over
Discrepancies between Multi-Electrode LFP and CSD Phase-Patterns: A Forward Modeling Study
- Source :
- Frontiers in Neural Circuits, 10(51). Frontiers Media S.A., Recercat. Dipósit de la Recerca de Catalunya, instname, Frontiers in Neural Circuits, Hindriks, R, Arsiwalla, X D, Panagiotaropoulos, T, Besserve, M, Verschure, P F M J, Logothetis, N K & Deco, G 2016, ' Discrepancies between Multi-Electrode LFP and CSD Phase-Patterns: A Forward Modeling Study ', Frontiers in Neural Circuits, vol. 10, no. 51 . https://doi.org/10.3389/fncir.2016.00051, Hindriks, R, Arsiwalla, X D, Panagiotaropoulos, T, Besserve, M, Verschure, P F M J, Logothetis, N K & Deco, G 2016, ' Discrepancies between multi-electrode LFP and CSD phase-patterns : A forward modeling study ', Frontiers in Neural Circuits, vol. 10, no. JUL2016, 51 . https://doi.org/10.3389/fncir.2016.00051, Frontiers in Neural Circuits, Vol 10 (2016)
- Publication Year :
- 2016
-
Abstract
- Multi-electrode recordings of local field potentials (LFPs) provide the opportunity to investigate the spatiotemporal organization of neural activity on the scale of several millimeters. In particular, the phases of oscillatory LFPs allow studying the coordination of neural oscillations in time and space and to tie it to cognitive processing. Given the computational roles of LFP phases, it is important to know how they relate to the phases of the underlying current source densities (CSDs) that generate them. Although CSDs and LFPs are distinct physical quantities, they are often (implicitly) identified when interpreting experimental observations. That this identification is problematic is clear from the fact that LFP phases change when switching to different electrode montages, while the underlying CSD phases remain unchanged. In this study we use a volume-conductor model to characterize discrepancies between LFP and CSD phase-patterns, to identify the contributing factors, and to assess the effect of different electrode montages. Although we focus on cortical LFPs recorded with two-dimensional (Utah) arrays, our findings are also relevant for other electrode configurations. We found that the main factors that determine the discrepancy between CSD and LFP phase-patterns are the frequency of the neural oscillations and the extent to which the laminar CSD profile is balanced. Furthermore, the presence of laminar phase-differences in cortical oscillations, as commonly observed in experiments, precludes identifying LFP phases with those of the CSD oscillations at a given cortical depth. This observation potentially complicates the interpretation of spike-LFP coherence and spike-triggered LFP averages. With respect to reference strategies, we found that the average-reference montage leads to larger discrepancies between LFP and CSD phases as compared with the referential montage, while the Laplacian montage reduces these discrepancies. We therefore advice to conduct analysis of two-dimensional LFP recordings using the Laplacian montage. RH and GD were funded by the European Research Council (Advanced Grant DYSTRUCTURE No. 295129), the Spanish Research Project PSI2013-42091-P, the CONSOLIDER-INGENIO 2010 Program CSD2007-00012, and the FP7-ICT Brainscales (269921). XA and PV are supported by the European Research Council's CDAC project: “The Role of Consciousness in Adaptive Behavior: A Combined Empirical, Computational and Robot based Approach” (ERC-2013- ADG 341196).
- Subjects :
- 0301 basic medicine
Current Source Density
Computer science
Cognitive Neuroscience
Models, Neurological
Neuroscience (miscellaneous)
Phase (waves)
Local field potential
lcsh:RC321-571
03 medical and health sciences
Cellular and Molecular Neuroscience
Neural activity
0302 clinical medicine
Traveling wave
Animals
Humans
Neural oscillations
lcsh:Neurosciences. Biological psychiatry. Neuropsychiatry
Original Research
Cerebral Cortex
Phase-dynamics
Current source density (CSD)
Electroencephalography
Sensory Systems
Electrophysiological Phenomena
030104 developmental biology
Phase dynamics
Volume conduction
Local field potential (LFP)
Electrode
Cortical oscillations
Forward modeling
Biological system
Algorithm
Neuroscience
030217 neurology & neurosurgery
Coherence (physics)
Subjects
Details
- Language :
- English
- ISSN :
- 16625110
- Volume :
- 10
- Issue :
- 51
- Database :
- OpenAIRE
- Journal :
- Frontiers in Neural Circuits
- Accession number :
- edsair.doi.dedup.....e4809691fd89e28dee277651b22f56d5
- Full Text :
- https://doi.org/10.3389/fncir.2016.00051