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| == Required background == These tutorial pages suppose you are comfortable with the basic concepts of MEG and EEG source imaging. If you're not, we engage you to read some background information, which will quickly help you getting up to speed with this field: |
These tutorial pages suppose you are comfortable with the basic concepts of MEG/EEG analysis and source imaging. If you're not, we encourage you to read some [[http://neuroimage.usc.edu/brainstorm/Tutorials#Background_readings|background literature]].<<BR>>To get a quick overview of the software interface, you can watch this [[Screenshots|introduction video]].<<BR>><<HTML(<FONT color="#C0C0C0" >)>>If you are looking for the old tutorials, they are still available [[TutorialsOld|here]]. <<HTML(</FONT>)>> == Get started == The easiest way to get started with Brainstorm is to read and follow carefully these introduction tutorials. The number between brackets represents the number of printed pages for each tutorial. <<HTML(<TABLE class="tuto-table"><TR><TD>)>> '''Starting a new study''' <<HTML( )>>1. [[Tutorials/CreateProtocol|Create a new protocol]] <<HTML(<FONT color="#DDDDDD">)>>[9] <<HTML(</FONT>)>> <<HTML( )>>2. [[Tutorials/ImportAnatomy|Import the subject anatomy]] <<HTML(<FONT color="#DDDDDD">)>>[8] <<HTML(</FONT>)>> <<HTML( )>>3. [[Tutorials/ExploreAnatomy|Explore the anatomy]] <<HTML(<FONT color="#DDDDDD">)>>[10] <<HTML(</FONT>)>> '''Reviewing''' <<HTML( )>>4. [[Tutorials/ChannelFile|Channel file / MRI registration]] <<HTML(<FONT color="#DDDDDD">)>>[11] <<HTML(</FONT>)>> <<HTML( )>>5. [[Tutorials/ReviewRaw|Continuous recordings]] <<HTML(<FONT color="#DDDDDD">)>>[9] <<HTML(</FONT>)>> <<HTML( )>>6. [[Tutorials/MultipleWindows|Multiple windows]] <<HTML(<FONT color="#DDDDDD">)>>[5] <<HTML(</FONT>)>> <<HTML( )>>7. [[Tutorials/EventMarkers|Event markers]] <<HTML(<FONT color="#DDDDDD">)>>[10] <<HTML(</FONT>)>> '''Pre-processing''' <<HTML( )>>8. [[Tutorials/StimDelays|Stimulation delays]] <<HTML(<FONT color="#DDDDDD">)>>[10] <<HTML(</FONT>)>> <<HTML( )>>9. [[Tutorials/PipelineEditor|Select files / Run processes]] <<HTML(<FONT color="#DDDDDD">)>>[10] <<HTML(</FONT>)>> <<HTML( )>>10. [[Tutorials/ArtifactsFilter|Power spectrum / Frequency filters]] <<HTML(<FONT color="#DDDDDD">)>>[11] <<HTML(</FONT>)>> <<HTML( )>>11. [[Tutorials/BadChannels|Bad channels]] <<HTML(<FONT color="#DDDDDD">)>>[6] <<HTML(</FONT>)>> <<HTML( )>>12. [[Tutorials/ArtifactsDetect|Artifact detection]] <<HTML(<FONT color="#DDDDDD">)>>[7] <<HTML(</FONT>)>> <<HTML( )>>13. [[Tutorials/ArtifactsSsp|Artifact cleaning with SSP]] <<HTML(<FONT color="#DDDDDD">)>>[16] <<HTML(</FONT>)>> <<HTML( )>>14. [[Tutorials/BadSegments|Additional bad segments]] <<HTML(<FONT color="#DDDDDD">)>>[7] <<HTML(</FONT>)>> <<HTML(</TD><TD>)>> '''Epoching and averaging''' <<HTML( )>>15. [[Tutorials/Epoching|Import epochs]] <<HTML(<FONT color="#DDDDDD">)>>[7] <<HTML(</FONT>)>> <<HTML( )>>16. [[Tutorials/Averaging|Average response]] <<HTML(<FONT color="#DDDDDD">)>>[7] <<HTML(</FONT>)>> <<HTML( )>>17. [[Tutorials/ExploreRecordings|Visual exploration]] <<HTML(<FONT color="#DDDDDD">)>>[10] <<HTML(</FONT>)>> <<HTML( )>>18. [[Tutorials/Colormaps|Colormaps]] <<HTML(<FONT color="#DDDDDD">)>>[6] <<HTML(</FONT>)>> <<HTML( )>>19. [[Tutorials/ChannelClusters|Clusters of sensors]] <<HTML(<FONT color="#DDDDDD">)>>[4] <<HTML(</FONT>)>> '''Source modeling''' <<HTML( )>>20. [[Tutorials/HeadModel|Head model]] <<HTML(<FONT color="#DDDDDD">)>>[8] <<HTML(</FONT>)>> <<HTML( )>>21. [[Tutorials/NoiseCovariance|Noise/data covariance]] <<HTML(<FONT color="#DDDDDD">)>>[8] <<HTML(</FONT>)>> <<HTML( )>>22. [[Tutorials/SourceEstimation|Source estimation]] [Under construction] <<HTML( )>>23. [[Tutorials/Scouts|Scouts]] <<HTML(<FONT color="#DDDDDD">)>>[17] <<HTML(</FONT>)>> '''Advanced processing''' <<HTML( )>>24. [[Tutorials/TimeFrequency|Time-frequency]] <<HTML(<FONT color="#DDDDDD">)>>[22] <<HTML(</FONT>)>> <<HTML( )>>25. [[Tutorials/Difference|Difference]] <<HTML(<FONT color="#DDDDDD">)>>[9] <<HTML(</FONT>)>> <<HTML( )>>26. [[Tutorials/Statistics|Statistics]] <<HTML(<FONT color="#DDDDDD">)>>[25] <<HTML(</FONT>)>> [Under construction] <<HTML( )>>27. [[Tutorials/Workflows|Workflows]] [Under construction] <<HTML( )>>28. [[Tutorials/Scripting|Scripting]] [Under construction] <<HTML(</TD></TR></TABLE>)>> == Other analysis scenarios == 1. [[Tutorials/Epilepsy|EEG and epilepsy]] 1. [[Tutorials/Auditory|MEG auditory tutorial (CTF)]] 1. [[Tutorials/MedianNerveCtf|MEG median nerve (CTF)]] [Under construction] 1. [[Tutorials/Yokogawa|MEG median nerve (Yokogawa/KIT)]] 1. [[Tutorials/TutMindNeuromag|MEG median nerve (Elekta-Neuromag)]] [Under construction] 1. [[Tutorials/Resting|MEG resting state (CTF)]] 1. [[Tutorials/VisualSingle|MEG visual single subject (Elekta-Neuromag)]] [Under construction] 1. [[Tutorials/VisualGroup|MEG visual group study (Elekta-Neuromag)]] [Under construction] 1. [[Tutorials/Phantom|MEG current phantom with single dipole (CTF)]] [Under construction] == Advanced tutorials == === Recordings === 1. [[Tutorials/MontageEditor|Montage editor]] [Under construction] 1. [[Tutorials/ICA|ICA decomposition]] [Under construction] 1. [[Tutorials/SSPCookbook|Cleaning artifacts using SSP: examples]] 1. [[http://neuroimage.usc.edu/brainstorm/Tutorials/MovementDetect|Detect subject movements]] 1. [[http://neuroimage.usc.edu/brainstorm/Tutorials/TutRealtime|Real-time head-tracking for adjusting head position]] 1. [[Tutorials/EyetrackSynchro|Synchronization with eye tracker]] === Anatomy and registration === 1. [[CoordinateSystems|Brainstorm coordinate systems]] 1. MRI segmentation: [[Tutorials/LabelFreeSurfer|FreeSurfer]], [[Tutorials/SegBrainSuite|BrainSuite]], [[Tutorials/SegBrainVisa|BrainVISA]], [[Tutorials/SegCIVET|CIVET]] 1. [[Tutorials/DefaultAnatomy|Using the anatomy templates]] 1. [[Tutorials/TutWarping|Warping default anatomy]] 1. [[Tutorials/CoregisterSubjects|Group analysis: Subjects coregistration]] 1. [[Tutorials/TutDigitize|Digitize EEG electrodes and head shape]] 1. [[Tutorials/TutRealtime|Real-time head positioning in the CTF MEG system]] === Source modeling === 1. [[Tutorials/TutBem|BEM with OpenMEEG]] 1. [[Tutorials/TutVolSource|Volume source estimation]] 1. [[http://neuroimage.usc.edu/brainstorm/Tutorials/DeepAtlas|Deep cerebral structures]] [Under construction] 1. [[Tutorials/TutDipScan|Computing and displaying dipoles]] 1. [[Tutorials/DipoleFitting|Dipole fitting with FieldTrip]] 1. [[Tutorials/Beamformers|Beamforming methods]] [Under construction] 1. [[Tutorials/TutBEst|Maximum Entropy on the Mean (MEM)]] 1. [[Tutorials/TutBEst|Maximum Entropy on the Mean (MEM) - Epilepsy]] === Advanced processing === 1. [[Tutorials/Connectivity|Functional connectivity]] [Under construction] 1. [[Tutorials/TutPac|Phase-amplitude coupling]] 1. [[ExportSpm8|Export volume source maps to SPM8 / SPM12]] 1. [[ExportSpm12|Export surface source maps to SPM12]] 1. [[Tutorials/Decoding|Decoding conditions (MVPA)]] 1. [[Tutorials/MicrostatesCena|Microstate segmentation with CENA]] 1. [[Tutorials/TutUserProcess|How to write your own process]] === Other useful how-to's === 1. [[Tutorials/IPythonNotebook|Brainstorm on IPython Notebook]] [Under construction] 1. [[CiteBrainstorm|How to cite Brainstorm in your publications]] 1. [[Tutorials/KnownBugs|Known bugs]] 1. [[Tutorials/AllIntroduction|All the introduction tutorials on the same page]] === Tutorials from other authors === 1. This video illustrates how Brainstorm can be used for studying amygdala activity:<<BR>>[[http://www.jove.com/video/50212/how-to-detect-amygdala-activity-with-magnetoencephalography-using?status=a52218k|How to Detect Amygdala Activity with Magnetoencephalography using Source Imaging]] <<BR>>Authors: Balderston NL, Schultz DH, Baillet S, Helmstetter FJ 1. [[http://meg.aalip.jp/matlab/index.html|A tutorial in Japanese]] (click on the menu "Brainstorm") 1. [[Tutorials/WorkflowGuide|MEG analysis guidelines for McGill]] == Background readings == These tutorial pages suppose you are comfortable with the basic concepts of MEG and EEG source imaging. If you're not, we engage you to read some background information, which will quickly help you getting up to speed with this field: |
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| == Get started == The easiest way to get started with Brainstorm is to follow carefully those introduction tutorials. In just a few hours, you will be introduced to the essential features of the application. You will find a report form at the end of each tutorial, please share your comments to help us improve the documentation and the software. If you need a printed version of a page, click on the "print" link at the top-right corner of the page. However, note that those pages are updated with the software, and cannot be kept as long term reference documentation. === 12 easy steps through Brainstorm === 1. [[Tutorials/BstFolders|Brainstorm architecture]] ''[10 min] '' 1. [[Tutorials/TutFirstSteps|First steps]] ''[30 min]'' 1. [[Tutorials/TutImportAnatomy|Importing individual anatomy]] ''[30 min]'' 1. [[Tutorials/TutImportRecordings|Importing MEG recordings]] ''[30 min]'' 1. [[Tutorials/TutExploreRecodings|Exploring the recordings]] ''[60 min]'' 1. [[Tutorials/TutHeadModel|Head model]] ''[30 min]'' 1. [[Tutorials/TutNoiseCov|Noise covariance]] ''[30 min]'' 1. [[Tutorials/TutSourceEstimation|Source estimation]] ''[45 min]'' 1. [[Tutorials/TutScouts|Scouts]] ''[45 min]'' 1. [[Tutorials/TutProcesses|Graphical scripting]] ''[45 min]'' 1. [[Tutorials/TutStat|Statistics]] ''[30 min]'' 1. [[Tutorials/TutTimefreq|Time-frequency]] ''[1:30 hr''] === Processing continuous recordings === 1. [[Tutorials/TutRawViewer|Review continuous recordings and edit markers]] ''[2:00 hr]'' 1. [[Tutorials/TutRawSsp|Detect and remove artifacts]] ''[2:00 hr]'' 1. [[Tutorials/TutRawAvg|Epoching and averaging]] ''[1:30 hr]'' == Advanced tutorials == === Complete analysis of other datasets === 1. [[Tutorials/Epilepsy|EEG and epilepsy]] 1. [[Tutorials/Resting|Resting state MEG]] 1. [[Tutorials/Yokogawa|Yokogawa/KIT MEG recordings]] 1. [[Tutorials/TutMindNeuromag|Elekta-Neuromag recordings]] 1. [[Tutorials/Auditory|Brainstorm-FieldTrip auditory tutorial]] [Under construction] 1. [[Tutorials/RatPac|Rat electrophysiology]] [Under construction] === Anatomy and registration === 1. [[CoordinateSystems|Brainstorm coordinate systems]] 1. MRI segmentation: [[Tutorials/LabelFreeSurfer|FreeSurfer]], [[Tutorials/SegBrainVisa|BrainVISA]], [[Tutorials/SegBrainSuite|BrainSuite]], [[Tutorials/SegCIVET|CIVET]] 1. [[Tutorials/TutWarping|Warping default anatomy]] 1. [[Tutorials/CoregisterSubjects|Group studies: Subjects coregistration]] 1. [[Tutorials/TutDigitize|Digitize EEG electrodes and head shape]] 1. [[Tutorials/TutRealtime|Real-time head positioning in the CTF MEG system]] === Graphical scripting === 1. [[SelectFiles|Selecting files in the database]] 1. [[Tutorials/TutRawScript|Full analysis with one script]] 1. [[Tutorials/TutUserProcess|How to write your own process]] === Source modeling === 1. [[Tutorials/TutBem|BEM with OpenMEEG]] 1. [[Tutorials/TutVolSource|Volume source estimation]] 1. [[Tutorials/TutDipScan|Computing and displaying dipoles]] 1. [[Tutorials/Beamformers|Beamforming methods]] [Under construction] 1. [[Tutorials/TutBEst|Maximum Entropy on the Mean (MEM)]] [Under construction] === Functional connectivity === 1. [[Tutorials/TutPac|Phase-amplitude coupling]] === Statistics === 1. [[ExportSpm8|Export volume source maps to SPM8 / SPM12]] 1. [[ExportSpm12|Export surface source maps to SPM12]] === Other useful how-to's === 1. [[CiteBrainstorm|How to cite Brainstorm in your publications]] 1. [[Tutorials/KnownBugs|Known bugs]] 1. [[Tutorials/WorkflowGuide|MEG analysis guidelines for McGill]] === Examples === 1. This video illustrates how Brainstorm can be used for studying amygdala activity:<<BR>>[[http://www.jove.com/video/50212/how-to-detect-amygdala-activity-with-magnetoencephalography-using?status=a52218k|How to Detect Amygdala Activity with Magnetoencephalography using Source Imaging]] <<BR>>Authors: Balderston NL, Schultz DH, Baillet S, Helmstetter FJ |
<<BR>><<BR>><<BR>><<BR>><<BR>> |
Tutorials
These tutorial pages suppose you are comfortable with the basic concepts of MEG/EEG analysis and source imaging. If you're not, we encourage you to read some background literature.
To get a quick overview of the software interface, you can watch this introduction video.
If you are looking for the old tutorials, they are still available ?here.
Get started
The easiest way to get started with Brainstorm is to read and follow carefully these introduction tutorials. The number between brackets represents the number of printed pages for each tutorial.
| Starting a new study 1. Create a new protocol [9] 2. Import the subject anatomy [8] 3. Explore the anatomy [10] Reviewing 4. Channel file / MRI registration [11] 5. Continuous recordings [9] 6. Multiple windows [5] 7. Event markers [10] Pre-processing 8. Stimulation delays [10] 9. Select files / Run processes [10] 10. Power spectrum / Frequency filters [11] 11. Bad channels [6] 12. Artifact detection [7] 13. Artifact cleaning with SSP [16] 14. Additional bad segments [7] | Epoching and averaging 15. Import epochs [7] 16. Average response [7] 17. Visual exploration [10] 18. Colormaps [6] 19. Clusters of sensors [4] Source modeling 20. Head model [8] 21. Noise/data covariance [8] 22. Source estimation [Under construction] 23. Scouts [17] Advanced processing 24. Time-frequency [22] 25. Difference [9] 26. Statistics [25] [Under construction] 27. Workflows [Under construction] 28. Scripting [Under construction] |
Other analysis scenarios
MEG median nerve (CTF) [Under construction]
MEG median nerve (Elekta-Neuromag) [Under construction]
MEG visual single subject (Elekta-Neuromag) [Under construction]
MEG visual group study (Elekta-Neuromag) [Under construction]
?MEG current phantom with single dipole (CTF) [Under construction]
Advanced tutorials
Recordings
Montage editor [Under construction]
?ICA decomposition [Under construction]
Anatomy and registration
MRI segmentation: FreeSurfer, BrainSuite, BrainVISA, CIVET
Source modeling
Deep cerebral structures [Under construction]
Beamforming methods [Under construction]
Advanced processing
Functional connectivity [Under construction]
Other useful how-to's
?Brainstorm on IPython Notebook [Under construction]
Tutorials from other authors
This video illustrates how Brainstorm can be used for studying amygdala activity:
How to Detect Amygdala Activity with Magnetoencephalography using Source Imaging
Authors: Balderston NL, Schultz DH, Baillet S, Helmstetter FJA tutorial in Japanese (click on the menu "Brainstorm")
?MEG analysis guidelines for McGill
Background readings
These tutorial pages suppose you are comfortable with the basic concepts of MEG and EEG source imaging. If you're not, we engage you to read some background information, which will quickly help you getting up to speed with this field:
A non-technical overview of MEG and EEG, with an emphasis on source modeling:
Canada MEG ConsortiumSlides from a selection of educational courses:
megcommunity.org- Reference books:
MEG: An Introduction to Methods
Editors: P Hansen, M Kringelbach, R Salmelin, Oxford University Press, 2010, 448 pagesThe Oxford Handbook of Social Neuroscience
Editors: J Decety, JT Cacioppo, Oxford University Press, 2011, 1128 pages
A draft version of the MEG chapter by Sylvain Baillet can be found here.
Good practice for conducting and reporting MEG research, Gross et al, Neuroimage, 2013
You can also ask us to come and organize a training session at your institution, or visit us to obtain training (McGill's Montreal Neurological Institute).
Now you are well equipped to go through the software tutorial, Enjoy!