NUTMEG: Open Source Software for M/EEG Source Reconstruction

被引:12
|
作者
Hinkley, Leighton B. N. [1 ]
Dale, Corby L. [1 ]
Cai, Chang [1 ]
Zumer, Johanna [2 ]
Dalal, Sarang [3 ]
Findlay, Anne [1 ]
Sekihara, Kensuke [4 ]
Nagarajan, Srikantan S. [1 ]
机构
[1] Univ Calif San Francisco, Dept Radiol & Biomed Imaging, San Francisco, CA 94143 USA
[2] Univ Birmingham, Dept Psychol, Birmingham, W Midlands, England
[3] Aarhus Univ, Aarhus, Denmark
[4] Tokyo Med & Dent Univ, Tokyo, Japan
关键词
software; source space analysis; MATLAB; electroencephalography; magnetoencephalography; FUNCTIONAL CONNECTIVITY; PROBABILISTIC ALGORITHM; BRAIN; EEG; MEG; LOCALIZATION; SUPPRESSION;
D O I
10.3389/fnins.2020.00710
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Neurodynamic Utility Toolbox for Magnetoencephalo- and Electroencephalography (NUTMEG) is an open-source MATLAB-based toolbox for the analysis and reconstruction of magnetoencephalography/electroencephalography data in source space. NUTMEG includes a variety of options for the user in data import, preprocessing, source reconstruction, and functional connectivity. A group analysis toolbox allows the user to run a variety of inferential statistics on their data in an easy-to-use GUI-driven format. Importantly, NUTMEG features an interactive five-dimensional data visualization platform. A key feature of NUTMEG is the availability of a large menu of interference cancelation and source reconstruction algorithms. Each NUTMEG operation acts as a stand-alone MATLAB function, allowing the package to be easily adaptable and scripted for the more advanced user for interoperability with other software toolboxes. Therefore, NUTMEG enables a wide range of users access to a complete "sensor-to- source-statistics" analysis pipeline.
引用
收藏
页数:17
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