Differences between revisions 307 and 361 (spanning 54 versions)

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

1. Create a new protocol

2. Import the subject anatomy

3. Explore the anatomy

Reviewing

4. Channel file / MRI registration

5. Continuous recordings

6. Multiple windows

7. Event markers

Pre-processing

8. Stimulation delays

9. Select files / Run processes

10. Power spectrum / Frequency filters

11. Bad channels

12. Artifact detection

13. Artifact cleaning with SSP

14. Additional bad segments

Epoching and averaging

15. Import epochs

16. Average response

17. Visual exploration

18. Colormaps

19. Clusters of sensors

Source modeling

20. Head model

21. Noise/data covariance

22. Source estimation

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 electrophysiology

Learn how to use Brainstorm for analyzing single/multi-unit electrophysiological data in a variety of preparations:

Background readings

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:

MEG for Human Electrophysiology and Imaging (Baillet S, Nature Neuroscience, 2017)
Connectomics of Human Electrophysiology (Sadaghiani S, Brookes M, Baillet S, Neuroimage, 2022)
Introduction to MEG (Medical College of Wisconsin)
A non-technical overview of MEG and EEG, with an emphasis on source modeling.
MEG: An Introduction to Methods
Editors: P Hansen, M Kringelbach, R Salmelin, Oxford University Press, 2010, 448 pages.
The 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.
Slides from a selection of educational courses: megcommunity.org
We can also come and organize a training session at your institution, or visit us at the MNI.

Now you are well equipped to go through the software tutorial, Enjoy!

Tutorials (last edited 2024-06-03 14:53:21 by RaymundoCassani)

-  ⇤ ← Revision 307 as of 2019-02-05 18:10:41 → 
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+   ← Revision 361 as of 2022-06-02 15:27:37 → ⇥
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+Additions are marked like this.
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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]].
+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(&nbsp;&nbsp;&nbsp;&nbsp;)>>1. [[Tutorials/CreateProtocol|Create a new protocol]] <<HTML(<FONT color="#DDDDDD">)>>[9] <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>2. [[Tutorials/ImportAnatomy|Import the subject anatomy]] <<HTML(<FONT color="#DDDDDD">)>>[8] <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>3. [[Tutorials/ExploreAnatomy|Explore the anatomy]] <<HTML(<FONT color="#DDDDDD">)>>[13] <<HTML(</FONT>)>>
+<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>1. [[Tutorials/CreateProtocol|Create a new protocol]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>2. [[Tutorials/ImportAnatomy|Import the subject anatomy]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>3. [[Tutorials/ExploreAnatomy|Explore the anatomy]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>
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-<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>4. [[Tutorials/ChannelFile|Channel file / MRI registration]]  <<HTML(<FONT color="#DDDDDD">)>>[11] <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>5. [[Tutorials/ReviewRaw|Continuous recordings]]  <<HTML(<FONT color="#DDDDDD">)>>[9] <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>6. [[Tutorials/MultipleWindows|Multiple windows]] <<HTML(<FONT color="#DDDDDD">)>>[5] <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>7. [[Tutorials/EventMarkers|Event markers]] <<HTML(<FONT color="#DDDDDD">)>>[10] <<HTML(</FONT>)>>
+<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>4. [[Tutorials/ChannelFile|Channel file / MRI registration]]  <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>5. [[Tutorials/ReviewRaw|Continuous recordings]]  <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>6. [[Tutorials/MultipleWindows|Multiple windows]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>7. [[Tutorials/EventMarkers|Event markers]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>
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-<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>8. [[Tutorials/StimDelays|Stimulation delays]] <<HTML(<FONT color="#DDDDDD">)>>[9] <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>9. [[Tutorials/PipelineEditor|Select files / Run processes]] <<HTML(<FONT color="#DDDDDD">)>>[11] <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>10. [[Tutorials/ArtifactsFilter|Power spectrum / Frequency filters]] <<HTML(<FONT color="#DDDDDD">)>>[15] <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>11. [[Tutorials/BadChannels|Bad channels]] <<HTML(<FONT color="#DDDDDD">)>>[6] <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>12. [[Tutorials/ArtifactsDetect|Artifact detection]] <<HTML(<FONT color="#DDDDDD">)>>[8] <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>13.  [[Tutorials/ArtifactsSsp|Artifact cleaning with SSP]] <<HTML(<FONT color="#DDDDDD">)>>[16] <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>14.  [[Tutorials/BadSegments|Additional bad segments]] <<HTML(<FONT color="#DDDDDD">)>>[7] <<HTML(</FONT>)>>
+<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>8. [[Tutorials/StimDelays|Stimulation delays]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>9. [[Tutorials/PipelineEditor|Select files / Run processes]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>10. [[Tutorials/ArtifactsFilter|Power spectrum / Frequency filters]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>11. [[Tutorials/BadChannels|Bad channels]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>12. [[Tutorials/ArtifactsDetect|Artifact detection]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>13.  [[Tutorials/ArtifactsSsp|Artifact cleaning with SSP]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>14.  [[Tutorials/BadSegments|Additional bad segments]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>
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-<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>15. [[Tutorials/Epoching|Import epochs]] <<HTML(<FONT color="#DDDDDD">)>>[9] <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>16. [[Tutorials/Averaging|Average response]] <<HTML(<FONT color="#DDDDDD">)>>[7] <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>17. [[Tutorials/ExploreRecordings|Visual exploration]] <<HTML(<FONT color="#DDDDDD">)>>[10] <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>18. [[Tutorials/Colormaps|Colormaps]] <<HTML(<FONT color="#DDDDDD">)>>[5] <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>19. [[Tutorials/ChannelClusters|Clusters of sensors]] <<HTML(<FONT color="#DDDDDD">)>>[4] <<HTML(</FONT>)>>
+<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>15. [[Tutorials/Epoching|Import epochs]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>16. [[Tutorials/Averaging|Average response]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>17. [[Tutorials/ExploreRecordings|Visual exploration]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>18. [[Tutorials/Colormaps|Colormaps]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>19. [[Tutorials/ChannelClusters|Clusters of sensors]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>
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-<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>20. [[Tutorials/HeadModel|Head model]] <<HTML(<FONT color="#DDDDDD">)>>[9] <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>21. [[Tutorials/NoiseCovariance|Noise/data covariance]] <<HTML(<FONT color="#DDDDDD">)>>[7] <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>22. [[Tutorials/SourceEstimation|Source estimation]] <<HTML(<FONT color="#DDDDDD">)>>[28] <<HTML(</FONT>)>> '''[TODO]'''

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>23. [[Tutorials/Scouts|Scouts]] <<HTML(<FONT color="#DDDDDD">)>>[17] <<HTML(</FONT>)>>
+<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>20. [[Tutorials/HeadModel|Head model]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>21. [[Tutorials/NoiseCovariance|Noise/data covariance]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>22. [[Tutorials/SourceEstimation|Source estimation]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>23. [[Tutorials/Scouts|Scouts]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>
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-<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>24. [[Tutorials/TimeFrequency|Time-frequency]] <<HTML(<FONT color="#DDDDDD">)>>[33] <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>25. [[Tutorials/Difference|Difference]] <<HTML(<FONT color="#DDDDDD">)>>[13] <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>26. [[Tutorials/Statistics|Statistics]] <<HTML(<FONT color="#DDDDDD">)>>[30] <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>27. [[Tutorials/Workflows|Workflows]] <<HTML(<FONT color="#DDDDDD">)>>[10] <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>28. [[Tutorials/Scripting|Scripting]] <<HTML(<FONT color="#DDDDDD">)>>[31] <<HTML(</FONT>)>>
+<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>24. [[Tutorials/TimeFrequency|Time-frequency]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>25. [[Tutorials/Difference|Difference]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>26. [[Tutorials/Statistics|Statistics]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>27. [[Tutorials/Workflows|Workflows]] <<HTML(<FONT color="#DDDDDD">)>> <<HTML(</FONT>)>>

<<HTML(&nbsp;&nbsp;&nbsp;&nbsp;)>>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/Epileptogenicity|SEEG epileptogenicity maps]]
 * [[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)]]
 * [[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]] '''    [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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+ * [[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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-'''Deprecated documentation'''

 * [[Tutorials/VisualSingleOrig|MEG visual: single subject (Elekta/Orig)]]

 * [[Tutorials/VisualGroupOrig|MEG visual: group study (Elekta/Orig)]]
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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]]
 * [[ExportBids|Export MEG data files to BIDS format]]
+ * [[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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-== Invasive neurophysiology ==
Learn how to use Brainstorm for studying single & multiunit activity.
+== 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:
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+Line 193:
- * [[https://neuroimage.usc.edu/brainstorm/e-phys/SpikeSorting#Supervised_Spike_Sorting|Spike-sorting]]
+ * [[https://neuroimage.usc.edu/brainstorm/e-phys/SpikeSorting|Spike-sorting]]
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+Line 201:
- * [[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]]
+ * [[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]]
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+Line 212:
- * [[http://rdcu.be/pydB|Nature Neuroscience review paper on MEG for Human Electrophysiology and Imaging]] (Baillet S, 2017)
+ * [[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)

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