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| = Analyzing data = Like much else here, this is work in progress. We hope to expand this page soon. |
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| There are many options for analysis of MEG data from our machine. There is the Neuromag software that comes with the machine; there are commercial packages (eg CURRY, BESA), for which we have some licences; and there are several freeware packages, such as Fieldtrip, MNE, and SPM. You can get some general feeling from the [attachment:MEGAnalysisLectureJan07CBU.pdf CBU introductory lecture into MEG analysis] (the slides do not include the live software demos given at the lecture). | = Analysing data = There are several options for analysing MEG and EEG data from the Neuromag machine at the CBU: |
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| The Neuromag software consists of several separate programs. We have two HP workstations on which these programs run fine. We also have pre-release versions that run under Linux (Redhat4), and these are currently installed on l21 only (in time, we hope to roll out onto the other Linux Boxes). For more details, see NeurmagAnalysis. | == FreewarePackages == These are the most intensively used freeware software packages for EEG/MEG analysis at the CBU: |
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| For other options, try the links below (to be expanded): | ||'''[http://imaging.mrc-cbu.cam.ac.uk/meg/SpmAnalysis SPM]''' ||'''[http://imaging.mrc-cbu.cam.ac.uk/meg/AnalyzingData/MNE_overview MNE]''' ||'''[http://fieldtrip.fcdonders.nl/ Fieldtrip]''', '''[http://imaging.mrc-cbu.cam.ac.uk/imaging/FieldtripAnalysis Fieldtrip at CBU]''' || ||developed at the [http://www.fil.ion.ucl.ac.uk/spm/ FIL] and at the [http://imaging.mrc-cbu.cam.ac.uk/meg/SpmAnalysis CBU]. ||developed at [http://www.nmr.mgh.harvard.edu/martinos/userInfo/data/sofMNE.php MGH] ||developed at the [http://www.ru.nl/neuroimaging/ Donders centre]. || For some more details look [http://imaging.mrc-cbu.cam.ac.uk/meg/FreewarePackages here]. For an introduction and overview to different analysis approaches see our [http://imaging.mrc-cbu.cam.ac.uk/meg/MEGday29Jan10 "MEG day" presentations]. |
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| [[BR]] NeurmagAnalysis | Other options are: |
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| [[BR]] SpmAnalysis | ||'''[http://sccn.ucsd.edu/eeglab EEGLAB]''' ||'''[http://nutmeg.berkeley.edu NUTMEG]''' || ||Matlab toolbox for EEG analysis (incl. ICA) || MEG/EEG analysis toolbox in conjunction with SPM8 || |
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| [[BR]] ReadingDataInMatlab | == CommercialPackages == We've got one or more licenses for the following software packages: ||[http://www.neuroscan.com/curry.cfm CURRY] || [http://www.besa.de/ BESA] || [http://www.ant-neuro.com/products/asa ASA] || [http://www.sourcesignal.com/ EMSE] || [http://www.brainproducts.com/productdetails.php?id=17 BrainVision Analyzer ] || == Neuromag Software == The [http://imaging.mrc-cbu.cam.ac.uk/meg/NeuromagSoftware Neuromag software] is part of the [http://www.elekta.com/healthcare_international_elekta_neuromag.php Elekta Neuromag MEG system] ([http://imaging.mrc-cbu.cam.ac.uk/meg/VectorviewDescription Vectorview configuration]). You can get a general idea about the analysis pathway from the [attachment:MEGAnalysisLectureJan07CBU.pdf CBU introductory lecture into MEG analysis] (the slides do not include the live software demos given at the lecture). == MaxFilter == [http://imaging.mrc-cbu.cam.ac.uk/meg/Maxfilter MaxFilter] is an essential pre-processing tool for MEG data, in order to remove noise sources likely to originate from outside the sensor array. == More info on pre-processing (e.g. trigger coding) == [http://imaging.mrc-cbu.cam.ac.uk/meg/preprocessing Pre-processing pages] == If all this is new to you... == ...you should start on our [http://imaging.mrc-cbu.cam.ac.uk/meg/Beginners Beginners' Pages], with links to tutorials and more information on Matlab, Linux, Python etc. == Literature, Mailing Lists, Web-Sites and Events around MEG == Here you can find [http://imaging.mrc-cbu.cam.ac.uk/meg/MEGpapers a list of papers] and [http://imaging.mrc-cbu.cam.ac.uk/meg/MailingLists of mailing lists, web-sites and events] for various MEG-related topics. |
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Analysing data
There are several options for analysing MEG and EEG data from the Neuromag machine at the CBU:
FreewarePackages
These are the most intensively used freeware software packages for EEG/MEG analysis at the CBU:
[http://imaging.mrc-cbu.cam.ac.uk/meg/AnalyzingData/MNE_overview MNE] |
[http://fieldtrip.fcdonders.nl/ Fieldtrip], [http://imaging.mrc-cbu.cam.ac.uk/imaging/FieldtripAnalysis Fieldtrip at CBU] |
|
developed at the [http://www.fil.ion.ucl.ac.uk/spm/ FIL] and at the [http://imaging.mrc-cbu.cam.ac.uk/meg/SpmAnalysis CBU]. |
developed at [http://www.nmr.mgh.harvard.edu/martinos/userInfo/data/sofMNE.php MGH] |
developed at the [http://www.ru.nl/neuroimaging/ Donders centre]. |
For some more details look [http://imaging.mrc-cbu.cam.ac.uk/meg/FreewarePackages here]. For an introduction and overview to different analysis approaches see our [http://imaging.mrc-cbu.cam.ac.uk/meg/MEGday29Jan10 "MEG day" presentations].
Other options are:
[http://sccn.ucsd.edu/eeglab EEGLAB] |
[http://nutmeg.berkeley.edu NUTMEG] |
Matlab toolbox for EEG analysis (incl. ICA) |
MEG/EEG analysis toolbox in conjunction with SPM8 |
CommercialPackages
We've got one or more licenses for the following software packages:
[http://www.besa.de/ BESA] |
[http://www.sourcesignal.com/ EMSE] |
[http://www.brainproducts.com/productdetails.php?id=17 BrainVision Analyzer ] |
Neuromag Software
The [http://imaging.mrc-cbu.cam.ac.uk/meg/NeuromagSoftware Neuromag software] is part of the [http://www.elekta.com/healthcare_international_elekta_neuromag.php Elekta Neuromag MEG system] ([http://imaging.mrc-cbu.cam.ac.uk/meg/VectorviewDescription Vectorview configuration]). You can get a general idea about the analysis pathway from the [attachment:MEGAnalysisLectureJan07CBU.pdf CBU introductory lecture into MEG analysis] (the slides do not include the live software demos given at the lecture).
MaxFilter
[http://imaging.mrc-cbu.cam.ac.uk/meg/Maxfilter MaxFilter] is an essential pre-processing tool for MEG data, in order to remove noise sources likely to originate from outside the sensor array.
More info on pre-processing (e.g. trigger coding)
[http://imaging.mrc-cbu.cam.ac.uk/meg/preprocessing Pre-processing pages]
If all this is new to you...
...you should start on our [http://imaging.mrc-cbu.cam.ac.uk/meg/Beginners Beginners' Pages], with links to tutorials and more information on Matlab, Linux, Python etc.
Literature, Mailing Lists, Web-Sites and Events around MEG
Here you can find [http://imaging.mrc-cbu.cam.ac.uk/meg/MEGpapers a list of papers] and [http://imaging.mrc-cbu.cam.ac.uk/meg/MailingLists of mailing lists, web-sites and events] for various MEG-related topics.