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Discrepancies between Multi-Electrode LFP and CSD Phase-Patterns: A Forward Modeling Study

Authors :
Michel Besserve
Paul F. M. J. Verschure
Gustavo Deco
Theofanis I Panagiotaropoulos
Xerxes D. Arsiwalla
Nikos K. Logothetis
Rikkert Hindriks
Mathematics
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).

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