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  Linear distributed source modeling of local field potentials recorded with intra-cortical electrode arrays

Hindriks, R., Schmiedt, J., Arsiwalla, X. D., Peter, A., Verschure, P. F. M. J., Fries, P., Schmid, M. C., & Deco, G. (2017). Linear distributed source modeling of local field potentials recorded with intra-cortical electrode arrays. PLoS One, 12(12):. doi:10.1371/journal.pone.0187490.

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アイテムのパーマリンク: https://hdl.handle.net/21.11116/0000-000C-17F6-5 版のパーマリンク: https://hdl.handle.net/21.11116/0000-000C-17F7-4
資料種別: 学術論文

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Hindriks_2017_LinearDistributedSource.pdf (出版社版), 10MB
ファイルのパーマリンク:
https://hdl.handle.net/21.11116/0000-000C-17F8-3
ファイル名:
Hindriks_2017_LinearDistributedSource.pdf
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Gold
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公開
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application/pdf / [MD5]
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著作権日付:
2017
著作権情報:
Copyright: © 2017 Hindriks et al.

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 作成者:
Hindriks, Rikkert, 著者
Schmiedt, Joscha1, 著者
Arsiwalla, Xerxes D., 著者
Peter, Alina1, 2, 著者
Verschure, Paul F. M. J., 著者
Fries, Pascal1, 2, 著者                 
Schmid, Michael C.1, 著者
Deco, Gustavo, 著者
所属:
1Ernst Strüngmann Institute (ESI) for Neuroscience in Cooperation with Max Planck Society, Max Planck Society, ou_2074314              
2Fries Lab, Ernst Strüngmann Institute (ESI) for Neuroscience in Cooperation with Max Planck Society, Max Planck Society, Deutschordenstraße 46, 60528 Frankfurt, DE, ou_3381216              

内容説明

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キーワード: Action Potentials/*physiology Animals Cerebral Cortex/*physiology Computer Simulation Electrodes Evoked Potentials/physiology Macaca mulatta *Models, Neurological Visual Cortex/physiology
 要旨: Planar intra-cortical electrode (Utah) arrays provide a unique window into the spatial organization of cortical activity. Reconstruction of the current source density (CSD) underlying such recordings, however, requires "inverting" Poisson's equation. For inter-laminar recordings, this is commonly done by the CSD method, which consists in taking the second-order spatial derivative of the recorded local field potentials (LFPs). Although the CSD method has been tremendously successful in mapping the current generators underlying inter-laminar LFPs, its application to planar recordings is more challenging. While for inter-laminar recordings the CSD method seems reasonably robust against violations of its assumptions, is it unclear as to what extent this holds for planar recordings. One of the objectives of this study is to characterize the conditions under which the CSD method can be successfully applied to Utah array data. Using forward modeling, we find that for spatially coherent CSDs, the CSD method yields inaccurate reconstructions due to volume-conducted contamination from currents in deeper cortical layers. An alternative approach is to "invert" a constructed forward model. The advantage of this approach is that any a priori knowledge about the geometrical and electrical properties of the tissue can be taken into account. Although several inverse methods have been proposed for LFP data, the applicability of existing electroencephalographic (EEG) and magnetoencephalographic (MEG) inverse methods to LFP data is largely unexplored. Another objective of our study therefore, is to assess the applicability of the most commonly used EEG/MEG inverse methods to Utah array data. Our main conclusion is that these inverse methods provide more accurate CSD reconstructions than the CSD method. We illustrate the inverse methods using event-related potentials recorded from primary visual cortex of a macaque monkey during a motion discrimination task.

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 日付: 2017-12-18
 出版の状態: オンラインで出版済み
 ページ: -
 出版情報: -
 目次: -
 査読: 査読あり
 識別子(DOI, ISBNなど): DOI: 10.1371/journal.pone.0187490
 学位: -

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出版物 1

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出版物名: PLoS One
  省略形 : PLoS One
種別: 学術雑誌
 著者・編者:
所属:
出版社, 出版地: San Francisco, CA : Public Library of Science
ページ: - 巻号: 12 (12) 通巻号: e0187490 開始・終了ページ: - 識別子(ISBN, ISSN, DOIなど): ISSN: 1932-6203
CoNE: https://pure.mpg.de/cone/journals/resource/1000000000277850