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| 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>)>> | 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 former versions of the tutorials, they are still available [[TutorialsOld|here]]. <<HTML(</FONT>)>> |
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| 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. All in [[Tutorials/AllIntroduction|one page]]. <<BR>>Some sections are still being edited or under review: [[Tutorials/Review|Editing process]]. | The easiest way to get started with Brainstorm is to read and follow carefully these introduction tutorials. They can be separately consulted (links below), or all in [[Tutorials/AllIntroduction|one page]]. |
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| <<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">)>>[13] <<HTML(</FONT>)>> |
<<HTML( )>>1. [[Tutorials/CreateProtocol|Create a new protocol]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> <<HTML( )>>2. [[Tutorials/ImportAnatomy|Import the subject anatomy]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> <<HTML( )>>3. [[Tutorials/ExploreAnatomy|Explore the anatomy]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> |
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| <<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>)>> |
<<HTML( )>>4. [[Tutorials/ChannelFile|Channel file / MRI registration]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> <<HTML( )>>5. [[Tutorials/ReviewRaw|Continuous recordings]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> <<HTML( )>>6. [[Tutorials/MultipleWindows|Multiple windows]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> <<HTML( )>>7. [[Tutorials/EventMarkers|Event markers]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> |
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| <<HTML( )>>8. [[Tutorials/StimDelays|Stimulation delays]] <<HTML(<FONT color="#DDDDDD">)>>[9] <<HTML(</FONT>)>> <<HTML( )>>9. [[Tutorials/PipelineEditor|Select files / Run processes]] <<HTML(<FONT color="#DDDDDD">)>>[11] <<HTML(</FONT>)>> <<HTML( )>>10. [[Tutorials/ArtifactsFilter|Power spectrum / Frequency filters]] <<HTML(<FONT color="#DDDDDD">)>>[15] <<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">)>>[8] <<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( )>>8. [[Tutorials/StimDelays|Stimulation delays]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> <<HTML( )>>9. [[Tutorials/PipelineEditor|Select files / Run processes]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> <<HTML( )>>10. [[Tutorials/ArtifactsFilter|Power spectrum / Frequency filters]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> <<HTML( )>>11. [[Tutorials/BadChannels|Bad channels]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> <<HTML( )>>12. [[Tutorials/ArtifactsDetect|Artifact detection]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> <<HTML( )>>13. [[Tutorials/ArtifactsSsp|Artifact cleaning with SSP]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> <<HTML( )>>14. [[Tutorials/BadSegments|Additional bad segments]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> |
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| <<HTML( )>>15. [[Tutorials/Epoching|Import epochs]] <<HTML(<FONT color="#DDDDDD">)>>[9] <<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">)>>[5] <<HTML(</FONT>)>> <<HTML( )>>19. [[Tutorials/ChannelClusters|Clusters of sensors]] <<HTML(<FONT color="#DDDDDD">)>>[4] <<HTML(</FONT>)>> |
<<HTML( )>>15. [[Tutorials/Epoching|Import epochs]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> <<HTML( )>>16. [[Tutorials/Averaging|Average response]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> <<HTML( )>>17. [[Tutorials/ExploreRecordings|Visual exploration]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> <<HTML( )>>18. [[Tutorials/Colormaps|Colormaps]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> <<HTML( )>>19. [[Tutorials/ChannelClusters|Clusters of sensors]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> |
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| <<HTML( )>>20. [[Tutorials/HeadModel|Head model]] <<HTML(<FONT color="#DDDDDD">)>>[9] <<HTML(</FONT>)>> <<HTML( )>>21. [[Tutorials/NoiseCovariance|Noise/data covariance]] <<HTML(<FONT color="#DDDDDD">)>>[7] <<HTML(</FONT>)>> <<HTML( )>>22. [[Tutorials/SourceEstimation|Source estimation]] <<HTML(<FONT color="#DDDDDD">)>>[28] <<HTML(</FONT>)>> '''[TODO]''' <<HTML( )>>23. [[Tutorials/Scouts|Scouts]] <<HTML(<FONT color="#DDDDDD">)>>[17] <<HTML(</FONT>)>> |
<<HTML( )>>20. [[Tutorials/HeadModel|Head model]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> <<HTML( )>>21. [[Tutorials/NoiseCovariance|Noise/data covariance]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> <<HTML( )>>22. [[Tutorials/SourceEstimation|Source estimation]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> <<HTML( )>>23. [[Tutorials/Scouts|Scouts]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> |
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| <<HTML( )>>24. [[Tutorials/TimeFrequency|Time-frequency]] <<HTML(<FONT color="#DDDDDD">)>>[33] <<HTML(</FONT>)>> <<HTML( )>>25. [[Tutorials/Difference|Difference]] <<HTML(<FONT color="#DDDDDD">)>>[13] <<HTML(</FONT>)>> <<HTML( )>>26. [[Tutorials/Statistics|Statistics]] <<HTML(<FONT color="#DDDDDD">)>>[30] <<HTML(</FONT>)>> <<HTML( )>>27. [[Tutorials/Workflows|Workflows]] <<HTML(<FONT color="#DDDDDD">)>>[10] <<HTML(</FONT>)>> <<HTML( )>>28. [[Tutorials/Scripting|Scripting]] <<HTML(<FONT color="#DDDDDD">)>>[31] <<HTML(</FONT>)>> |
<<HTML( )>>24. [[Tutorials/TimeFrequency|Time-frequency]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> <<HTML( )>>25. [[Tutorials/Difference|Difference]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> <<HTML( )>>26. [[Tutorials/Statistics|Statistics]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> <<HTML( )>>27. [[Tutorials/Workflows|Workflows]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> <<HTML( )>>28. [[Tutorials/Scripting|Scripting]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>> |
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| == Other analysis scenarios == <<HTML(<TABLE class="tuto-table"><TR><TD width=350>)>> * [[Tutorials/Epilepsy|EEG and epilepsy]] * [[Tutorials/VisualSingle|MEG visual: single subject (Elekta)]] * [[Tutorials/VisualGroup|MEG visual: group study (Elekta)]] * [[Tutorials/PhantomCtf|MEG current phantom (CTF)]] * [[Tutorials/PhantomElekta|MEG current phantom (Elekta)]] <<HTML(</TD><TD>)>> * [[Tutorials/RestingOmega|MEG resting state & OMEGA database (CTF)]] '''[T] ''' * [[Tutorials/TutMindNeuromag|MEG median nerve (Elekta)]] * [[Tutorials/Yokogawa|MEG median nerve (Yokogawa)]] * [[Tutorials/MedianNerveCtf|MEG median nerve (CTF)]] * [[Tutorials/NIRSFingerTapping|NIRS finger tapping]] [TODO] * [[Tutorials/HCP-MEG|MEG Human Connectome Project (4D)]] '''[TODO]''' <<HTML(</TD></TR></TABLE>)>> |
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| * [[Tutorials/LabelFreeSurfer|FreeSurfer]], [[Tutorials/SegBrainSuite|BrainSuite]], [[Tutorials/SegBrainVisa|BrainVISA]], [[Tutorials/SegCIVET|CIVET]] | * MRI segmentation: [[https://neuroimage.usc.edu/brainstorm/Tutorials/SegCAT12|CAT12]], [[Tutorials/LabelFreeSurfer|FreeSurfer]], <<BR>>[[Tutorials/SegBrainSuite|BrainSuite]], [[Tutorials/SegBrainVisa|BrainVISA]], [[Tutorials/SegFastSurfer|FastSurfer]], [[Tutorials/SegCIVET|CIVET]] |
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| * [[Tutorials/TutRealtime|Real-time head positioning in the CTF MEG]] | * [[Tutorials/TutRealtime|Real-time head positioning (CTF MEG)]] * [[Tutorials/HeadMotion|Head motion detection (MEG)]] |
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| * [[https://neuroimage.usc.edu/brainstorm/Tutorials/Epilepsy#Artifact_cleaning_with_ICA|ICA analysis]] | |
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| '''Scripting''' * [[Tutorials/TutUserProcess|How to write your own process]] * [[ExportSpm8|Export volume sources to SPM8/SPM12]] * [[ExportSpm12|Export surface sources to SPM12]] * [[ExportBids|Export raw data to BIDS format]] |
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| * [[CiteBrainstorm|How to cite Brainstorm]] [TODO] | * [[Tutorials/Plugins|Plugins]] * [[MnePython|MNE-Python]] * [[CiteBrainstorm|How to cite Brainstorm]] |
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| * [[Tutorials/Plotly|Export figures to Plotly]] | |
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| * [[Tutorials/TutVolSource|Volume source estimation]] * [[http://neuroimage.usc.edu/brainstorm/Tutorials/DeepAtlas|Deep cerebral structures]] |
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| * [[Tutorials/TutVolSource|Volume source estimation]] * [[http://neuroimage.usc.edu/brainstorm/Tutorials/DeepAtlas|Deep cerebral structures]] |
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'''Advanced processing''' * [[Tutorials/TutUserProcess|How to write your own process]] * [[Tutorials/Decoding|Decoding conditions (MVPA)]] |
* [[Tutorials/Simulations|Simulations]] '''Finite Element Modeling''' * [[Tutorials/Duneuro|Realistic head model: FEM with DUNEuro]] * [[Tutorials/FemMesh|FEM mesh generation]] * [[Tutorials/FemTensors|FEM tensors estimation]] * [[Tutorials/FemMedianNerve|FEM median nerve example]] '''Signal processing''' * [[Tutorials/Decoding|Machine learning: Decoding / MVPA]] |
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| * [[Tutorials/Connectivity|Functional connectivity]] [TODO] * [[Tutorials/MicrostatesCena|Microstate segmentation with CENA]] * [[ExportSpm8|Export volume sources to SPM8/SPM12]] * [[ExportSpm12|Export surface sources to SPM12]] |
* [[Tutorials/EZFingerprint|Epileptogenic Zone Fingerprint]] * [[https://neuroimage.usc.edu/brainstorm/Tutorials/Fooof|FOOOF: Fitting Oscillations & One-Over-F]] * [[https://neuroimage.usc.edu/brainstorm/Tutorials/SPRiNT|SPRiNT: Spectral Param. Resolved in Time]] '''Connectivity''' * [[Tutorials/Connectivity|Functional connectivity]] * [[https://neuroimage.usc.edu/brainstorm/Tutorials/CorticomuscularCoherence|Corticomuscular coherence]] * [[https://neuroimage.usc.edu/brainstorm/Tutorials/ConnectivityGraph|Connectivity graphs]] * [[Tutorials/FiberConnectivity|Virtual fibers for connectivity]] * [[https://neuroimage.usc.edu/brainstorm/GrangerCausality|Granger causality]] |
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| == Other analysis scenarios == <<HTML(<TABLE class="tuto-table"><TR><TD width=350>)>> * [[Tutorials/Epilepsy|EEG and epilepsy]] * [[Tutorials/Epileptogenicity|SEEG epileptogenicity maps]] * [[https://neuroimage.usc.edu/brainstorm/Tutorials/ECoG|ECoG+sEEG epilepsy (BIDS)]] * [[Tutorials/VisualSingle|MEG visual: single subject (Elekta/BIDS)]] * [[Tutorials/VisualGroup|MEG visual: group study (Elekta/BIDS)]] * [[Tutorials/PhantomCtf|MEG current phantom (CTF)]] * [[Tutorials/PhantomElekta|MEG current phantom (Elekta)]] <<HTML(</TD><TD>)>> * [[Tutorials/RestingOmega|MEG resting state & OMEGA database (CTF)]] * [[https://neuroimage.usc.edu/brainstorm/Tutorials/CorticomuscularCoherence|MEG corticomuscular coherence (CTF)]] * [[Tutorials/HCP-MEG|MEG Human Connectome Project (4D)]] * [[Tutorials/TutMindNeuromag|MEG median nerve (Elekta)]] * [[Tutorials/Yokogawa|MEG median nerve (Yokogawa)]] * [[Tutorials/MedianNerveCtf|MEG median nerve (CTF)]] * [[Tutorials/NIRSFingerTapping|NIRS finger tapping]] == Single/multi-unit electrophysiology == Learn how to use Brainstorm for analyzing single/multi-unit electrophysiological data in a variety of preparations: <<HTML(<TABLE class="tuto-table"><TR><TD width=350>)>> * [[https://neuroimage.usc.edu/brainstorm/e-phys/Introduction|Importing raw e-phys data]] * [[https://neuroimage.usc.edu/brainstorm/e-phys/SpikeSorting|Spike-sorting]] * [[https://neuroimage.usc.edu/brainstorm/e-phys/ConvertToBrainstormEvents|Using external spike-sorters]] * [[https://neuroimage.usc.edu/brainstorm/e-phys/RawToLFP|Converting raw data to LFP]] <<HTML(</TD><TD>)>> * [[https://neuroimage.usc.edu/brainstorm/e-phys/functions|Tuning curves]] * [[https://neuroimage.usc.edu/brainstorm/e-phys/functions#Noise_correlation|Noise correlation]] * [[https://neuroimage.usc.edu/brainstorm/e-phys/functions#Spike_field_coherence|Spike field coherence]] * [[https://neuroimage.usc.edu/brainstorm/e-phys/functions#Raster_plots|Raster plots]] * [[https://neuroimage.usc.edu/brainstorm/e-phys/functions#Spike_triggered_average|Spike triggered average]] <<HTML(</TD></TR></TABLE>)>> |
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| 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: * [[http://www.canada-meg-consortium.org/EN/MegIntro|Canada MEG consortium: Basics of MEG]]<<BR>>A non-technical overview of MEG and EEG, with an emphasis on source modeling. |
These tutorial pages suppose you are comfortable with the basic concepts of MEG and EEG source imaging. If you're not, we encourage you to read some background information, which will quickly help you getting up to speed with this field: * [[http://rdcu.be/pydB|MEG for Human Electrophysiology and Imaging]] (Baillet S, Nature Neuroscience, 2017) * [[https://doi.org/10.1016/j.neuroimage.2021.118788|Connectomics of Human Electrophysiology]] (Sadaghiani S, Brookes M, Baillet S, Neuroimage, 2022) * [[https://www.mcw.edu/Magnetoencephalography-Program-MEG/About-MEG.htm|Introduction to MEG (Medical College of Wisconsin)]] <<BR>>A non-technical overview of MEG and EEG, with an emphasis on source modeling. |
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| * Slides from a selection of educational courses: [[http://megcommunity.org/index.php?option=com_content&view=article&id=27&Itemid=13|megcommunity.org]] | * Slides from a selection of educational courses: [[http://megcommunity.org/education/teaching-slides|megcommunity.org]] |
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 former versions of the 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. They can be separately consulted (links below), or all in one page.
| Starting a new study Reviewing 4. Channel file / MRI registration Pre-processing 9. Select files / Run processes 10. Power spectrum / Frequency filters 11. Bad channels | Epoching and averaging 15. Import epochs 16. Average response 18. Colormaps Source modeling 20. Head model 23. Scouts Advanced processing 24. Time-frequency 25. Difference 26. Statistics 27. Workflows 28. Scripting |
Advanced tutorials
| Anatomy and registration
Recordings Scripting Software | Source modeling Finite Element Modeling Signal processing Connectivity |
Other analysis scenarios
|
Single/multi-unit electrophysiologyLearn how to use Brainstorm for analyzing single/multi-unit electrophysiological data in a variety of preparations:
Background readingsThese tutorial pages suppose you are comfortable with the basic concepts of MEG and EEG source imaging. If you're not, we encourage you to read some background information, which will quickly help you getting up to speed with this field:
Now you are well equipped to go through the software tutorial, Enjoy!
Tutorials (last edited 2024-06-03 14:53:21 by RaymundoCassani) |