[Mne_analysis] Error running make_forward_solution: Head<-->sensor transform not found

Chris Holdgraf choldgraf at berkeley.edu
Thu Nov 19 16:10:56 EST 2015
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+1000 to documentation!

On Thu, Nov 19, 2015 at 12:47 PM, Alexandre Gramfort <
alexandre.gramfort at telecom-paristech.fr> wrote:

> thanks a lot Emily.
>
> contributing documentation is very useful and a good start to help us
> making MNE better.
>
> Looking forward to your next pull request :)
>
> Alex
>
>
> On Thu, Nov 19, 2015 at 6:48 PM, Emily Stephen <emilyps14 at gmail.com>
> wrote:
> > Just submitted a pull request for the change (first pull request ever woo
> > hoo).
> >
> > On Thu, Nov 19, 2015 at 12:28 PM, Alexandre Gramfort
> > <alexandre.gramfort at telecom-paristech.fr> wrote:
> >>
> >> indeed.
> >>
> >> PR welcome.
> >>
> >> You can also send us the fix by editing the file directly on github:
> >>
> >>
> https://github.com/mne-tools/mne-python/edit/master/doc/advanced_setup.rst
> >>
> >> thanks for your help
> >>
> >> Alex
> >>
> >>
> >> On Thu, Nov 19, 2015 at 6:24 PM, Emily Stephen <emilyps14 at gmail.com>
> >> wrote:
> >> > Hi Hari,
> >> >
> >> > Maybe it would be a good idea to update the website. I was using the
> >> > wrong
> >> > python because of this page:
> >> > http://martinos.org/mne/stable/advanced_setup.html
> >> >
> >> > That page could also point Martinos users to the mailing list. Not
> sure
> >> > who
> >> > would be able to make the change, but it would be helpful for new
> users.
> >> >
> >> > Emily
> >> >
> >> > On Thu, Nov 19, 2015 at 12:11 PM, Hari Bharadwaj
> >> > <hari at nmr.mgh.harvard.edu>
> >> > wrote:
> >> >>
> >> >> Hi Emily,
> >> >>    Thanks for bringing this to our attention...Anaconda is indeed the
> >> >> recommended distribution at the center and will likely be the only
> one
> >> >> available in the near future.. We are phasing out the others. Please
> >> >> join
> >> >> the Martinos Python mailing list (if not already subscribing) to get
> >> >> any
> >> >> updates on that front:
> >> >> https://mail.nmr.mgh.harvard.edu/mailman/listinfo/martinos-python
> >> >>
> >> >> Info about the current anaconda version is here (from mailing list
> >> >> archive):
> >> >>
> >> >>
> >> >>
> https://mail.nmr.mgh.harvard.edu/pipermail//martinos-python/2015-September/000048.html
> >> >>
> >> >>
> >> >> Hari
> >> >>
> >> >> Hari Bharadwaj
> >> >> Research Fellow,
> >> >> Martinos Center for Biomedical Imaging,
> >> >> Massachusetts General Hospital
> >> >> Charlestown, MA 02129
> >> >>
> >> >> hari at nmr.mgh.harvard.edu
> >> >> www.haribharadwaj.com
> >> >> Ph: 734-883-5954
> >> >>
> >> >> On Nov 19, 2015, at 11:34 AM, Emily Stephen <emilyps14 at gmail.com>
> >> >> wrote:
> >> >>
> >> >> I noticed that the default python distribution on the Martinos system
> >> >> was
> >> >> using MNE 0.8. Switched to the anaconda distribution which was using
> >> >> MNE
> >> >> 0.9.
> >> >>
> >> >> After working through some bugs related to the version change, I no
> >> >> longer
> >> >> get the error I reported before.
> >> >>
> >> >> Sorry for wasting your time!
> >> >>
> >> >> Emily
> >> >>
> >> >>
> >> >> On Wed, Nov 18, 2015 at 4:02 PM, Emily Stephen <emilyps14 at gmail.com>
> >> >> wrote:
> >> >>>
> >> >>> Update:
> >> >>>
> >> >>> (1) Re Hari's suggestion
> >> >>>
> >> >>> I tried converting the fif file to a hpts file using the C
> >> >>> implementation:
> >> >>> (from the shell)
> >> >>> mne_convert_dig_data --fif $SUBJECT.fif --hptsout $SUBJECT.hpts
> >> >>> --headcoord
> >> >>>
> >> >>> (from python)
> >> >>> digfile_hpts = op.join(subjects_dir, subject, subject + '.hpts')
> >> >>> montage = mne.channels.read_montage(digfile_hpts)
> >> >>> raw = mne.io.read_raw_brainvision(subjects_dir + subject + '/' +
> >> >>> subject
> >> >>> + '.vhdr',
> >> >>>                                   montage=montage, verbose=None,
> >> >>> preload=False)
> >> >>>
> >> >>> This raises a new error:
> >> >>> None of the sensors defined in the montage were found in the info
> >> >>> structure. Check the channel names.
> >> >>>
> >> >>> The channel names in the montage are of the form '0001' ... '0291',
> >> >>> with
> >> >>> duplicated '0001' ... '0064' at the end. The channel names in the
> raw
> >> >>> data
> >> >>> are of the form '01' ... '64'.
> >> >>>
> >> >>> I noticed that the first column in the .hpts file has 'eeg' for the
> >> >>> last
> >> >>> 64 rows (vs 'cardinal', 'hpi', and 'extra' for the previous ones).
> >> >>> This
> >> >>> first column isn't being used by read_montage, but I think it is
> what
> >> >>> distinguishes the eeg channel locations from the other digitizer
> info.
> >> >>>
> >> >>> I could manually change the channel names in the .hpts file to '01'
> >> >>> ...
> >> >>> '64' for those rows, to match the channel names in the Brainvision
> >> >>> file. Not
> >> >>> a pretty solution, but it might work.
> >> >>>
> >> >>> (2) Re Eric's comment
> >> >>>
> >> >>> I'd be happy to cut down the script/files. Where should I upload
> >> >>> files?
> >> >>> I'm at Martinos, want to be sure to follow HIPAA etc.
> >> >>>
> >> >>> In the meantime, I've created an issue on github linking back to
> this
> >> >>> thread.
> >> >>>
> >> >>> Thanks,
> >> >>> Emily
> >> >>>
> >> >>> On Wed, Nov 18, 2015 at 8:44 AM,
> >> >>> <mne_analysis-request at nmr.mgh.harvard.edu> wrote:
> >> >>>>
> >> >>>> Send Mne_analysis mailing list submissions to
> >> >>>>         mne_analysis at nmr.mgh.harvard.edu
> >> >>>>
> >> >>>> To subscribe or unsubscribe via the World Wide Web, visit
> >> >>>>
> >> >>>> https://mail.nmr.mgh.harvard.edu/mailman/listinfo/mne_analysis
> >> >>>> or, via email, send a message with subject or body 'help' to
> >> >>>>         mne_analysis-request at nmr.mgh.harvard.edu
> >> >>>>
> >> >>>> You can reach the person managing the list at
> >> >>>>         mne_analysis-owner at nmr.mgh.harvard.edu
> >> >>>>
> >> >>>> When replying, please edit your Subject line so it is more specific
> >> >>>> than "Re: Contents of Mne_analysis digest..."
> >> >>>>
> >> >>>>
> >> >>>> Today's Topics:
> >> >>>>
> >> >>>>    1. Error running make_forward_solution: Head<-->sensor
> >> >>>> transform
> >> >>>>       not found (Emily Stephen)
> >> >>>>    2. Re: Error running make_forward_solution: Head<-->sensor
> >> >>>>       transform not found (Hari Bharadwaj)
> >> >>>>    3. Re: Error running make_forward_solution: Head<-->sensor
> >> >>>>       transform not found (Eric Larson)
> >> >>>>
> >> >>>>
> >> >>>>
> >> >>>>
> ----------------------------------------------------------------------
> >> >>>>
> >> >>>> Message: 1
> >> >>>> Date: Tue, 17 Nov 2015 19:07:05 -0500
> >> >>>> From: Emily Stephen <emilyps14 at gmail.com>
> >> >>>> Subject: [Mne_analysis] Error running make_forward_solution:
> >> >>>>         Head<-->sensor  transform not found
> >> >>>> To: mne_analysis at nmr.mgh.harvard.edu
> >> >>>> Message-ID:
> >> >>>>
> >> >>>> <CAHgMKiV9thqbaSLYNU31jCZ4FCdUoYbraAUW3=+
> o4wM+CSBJqA at mail.gmail.com>
> >> >>>> Content-Type: text/plain; charset="utf-8"
> >> >>>>
> >> >>>>
> >> >>>> Hi All,
> >> >>>>
> >> >>>> I'm getting an error when I run mne.make_forward_solution, but only
> >> >>>> if I
> >> >>>> try to save the result.
> >> >>>>
> >> >>>> That is, if I set fname=None then the whole thing runs fine, but
> if I
> >> >>>> set
> >> >>>> fname=<filename>, it fails in the call to write_forward_solution
> with
> >> >>>> the
> >> >>>> error:
> >> >>>> Head<-->sensor transform not found
> >> >>>>
> >> >>>> Seems like write_forward_solution is expecting values in info under
> >> >>>> dev_head_t or ctf_head_t, which never got set.
> >> >>>>
> >> >>>> I think it may be related to the fact that I'm loading (just EEG)
> >> >>>> data
> >> >>>> from
> >> >>>> a brainvision file using mne.io.read_raw_brainvision.
> >> >>>>
> >> >>>> I've been struggling to figure out how to include the digitizer
> >> >>>> information
> >> >>>> in the preprocessed data. My digitizer info is in a .fif file that
> >> >>>> otherwise doesn't contain any measurement data (I can't even figure
> >> >>>> out
> >> >>>> how
> >> >>>> to load it using the python MNE). So far the only thing I've done
> >> >>>> with
> >> >>>> that
> >> >>>> file is to use it to update the channel locations with a call to
> the
> >> >>>> C
> >> >>>> implementation:
> >> >>>>     call(['mne_check_eeg_locations',
> >> >>>>           '--file', fname,
> >> >>>>           '--dig', op.join(subjects_dir,subject,subject + '.fif'),
> >> >>>>           '--fix'])
> >> >>>>
> >> >>>> I'm new to all of this (including python) so any help would be much
> >> >>>> appreciated! I've attached the code (apologies for the mess).
> >> >>>>
> >> >>>> Thanks,
> >> >>>> Emily
> >> >>>> -------------- next part --------------
> >> >>>> An HTML attachment was scrubbed...
> >> >>>> URL:
> >> >>>>
> >> >>>>
> http://mail.nmr.mgh.harvard.edu/pipermail/mne_analysis/attachments/20151117/e57b3044/attachment-0001.html
> >> >>>> -------------- next part --------------
> >> >>>> A non-text attachment was scrubbed...
> >> >>>> Name: test_eeganes07_151112.py
> >> >>>> Type: text/x-python-script
> >> >>>> Size: 4538 bytes
> >> >>>> Desc: not available
> >> >>>> Url :
> >> >>>>
> >> >>>>
> http://mail.nmr.mgh.harvard.edu/pipermail/mne_analysis/attachments/20151117/e57b3044/attachment-0001.bin
> >> >>>>
> >> >>>> ------------------------------
> >> >>>>
> >> >>>> Message: 2
> >> >>>> Date: Tue, 17 Nov 2015 22:13:03 -0500 (EST)
> >> >>>> From: "Hari Bharadwaj" <hari at nmr.mgh.harvard.edu>
> >> >>>> Subject: Re: [Mne_analysis] Error running make_forward_solution:
> >> >>>>         Head<-->sensor transform not found
> >> >>>> To: "Discussion and support forum for the users of MNE Software"
> >> >>>>         <mne_analysis at nmr.mgh.harvard.edu>
> >> >>>> Cc: mne_analysis at nmr.mgh.harvard.edu
> >> >>>> Message-ID:
> >> >>>>
> >> >>>> <51230.24.34.210.250.1447816383.squirrel at mail.nmr.mgh.harvard.edu>
> >> >>>> Content-Type: text/plain;charset=iso-8859-1
> >> >>>>
> >> >>>> Hi Emily,
> >> >>>>    Perhaps you could try converting the digitization data to one of
> >> >>>> the
> >> >>>> formats (e.g., .hpts) accepted by mne.channels.read_montage(.)
> using
> >> >>>> the C-version of mne_convert_dig_data (if they are already not
> >> >>>> available in one of those formats). Once you do that and read it
> into
> >> >>>> python as a Montage object using mne.channels.read_montage(.), you
> >> >>>> could supply it as to the montage argument in
> >> >>>> mne.io.read_raw_brainvision(.).
> >> >>>>
> >> >>>> Also, the digitization data should contain cardinal points (like
> >> >>>> nasion,
> >> >>>> LPA, RAP) for the head along with the EEG sensor locations.. That
> >> >>>> way,
> >> >>>> "head coordinated" and "sensor coordinates" can be matched in the
> >> >>>> Montage.
> >> >>>>
> >> >>>> HTH,
> >> >>>> Hari
> >> >>>>
> >> >>>>
> >> >>>>
> >> >>>> On Tue, November 17, 2015 7:07 pm, Emily Stephen wrote:
> >> >>>> > Hi All,
> >> >>>> >
> >> >>>> > I'm getting an error when I run mne.make_forward_solution, but
> only
> >> >>>> > if
> >> >>>> > I
> >> >>>> > try to save the result.
> >> >>>> >
> >> >>>> > That is, if I set fname=None then the whole thing runs fine, but
> if
> >> >>>> > I
> >> >>>> > set
> >> >>>> > fname=<filename>, it fails in the call to write_forward_solution
> >> >>>> > with
> >> >>>> > the
> >> >>>> > error:
> >> >>>> > Head<-->sensor transform not found
> >> >>>> >
> >> >>>> > Seems like write_forward_solution is expecting values in info
> under
> >> >>>> > dev_head_t or ctf_head_t, which never got set.
> >> >>>> >
> >> >>>> > I think it may be related to the fact that I'm loading (just EEG)
> >> >>>> > data
> >> >>>> > from
> >> >>>> > a brainvision file using mne.io.read_raw_brainvision.
> >> >>>> >
> >> >>>> > I've been struggling to figure out how to include the digitizer
> >> >>>> > information
> >> >>>> > in the preprocessed data. My digitizer info is in a .fif file
> that
> >> >>>> > otherwise doesn't contain any measurement data (I can't even
> figure
> >> >>>> > out
> >> >>>> > how
> >> >>>> > to load it using the python MNE). So far the only thing I've done
> >> >>>> > with
> >> >>>> > that
> >> >>>> > file is to use it to update the channel locations with a call to
> >> >>>> > the C
> >> >>>> > implementation:
> >> >>>> >     call(['mne_check_eeg_locations',
> >> >>>> >           '--file', fname,
> >> >>>> >           '--dig', op.join(subjects_dir,subject,subject +
> '.fif'),
> >> >>>> >           '--fix'])
> >> >>>> >
> >> >>>> > I'm new to all of this (including python) so any help would be
> much
> >> >>>> > appreciated! I've attached the code (apologies for the mess).
> >> >>>> >
> >> >>>> > Thanks,
> >> >>>> > Emily
> >> >>>> > _______________________________________________
> >> >>>> > Mne_analysis mailing list
> >> >>>> > Mne_analysis at nmr.mgh.harvard.edu
> >> >>>> > https://mail.nmr.mgh.harvard.edu/mailman/listinfo/mne_analysis
> >> >>>>
> >> >>>>
> >> >>>> --
> >> >>>> Hari Bharadwaj
> >> >>>> Research Fellow
> >> >>>> Martinos Center for Biomedical Imaging,
> >> >>>> Massachusetts General Hospital
> >> >>>> 149 Thirteenth Street,
> >> >>>> Charlestown, MA 02129
> >> >>>>
> >> >>>> hari at nmr.mgh.harvard.edu
> >> >>>> Ph: 734-883-5954
> >> >>>> www.haribharadwaj.com
> >> >>>>
> >> >>>>
> >> >>>> ------------------------------
> >> >>>>
> >> >>>> Message: 3
> >> >>>> Date: Wed, 18 Nov 2015 08:44:22 -0500
> >> >>>> From: Eric Larson <larson.eric.d at gmail.com>
> >> >>>> Subject: Re: [Mne_analysis] Error running make_forward_solution:
> >> >>>>         Head<-->sensor transform not found
> >> >>>> To: Discussion and support forum for the users of MNE Software
> >> >>>>         <mne_analysis at nmr.mgh.harvard.edu>
> >> >>>> Message-ID:
> >> >>>>
> >> >>>> <CAGu2niVt3EnAv1566f=
> JjFWXVBof-yrC09f0M_+NTs60mKrPrg at mail.gmail.com>
> >> >>>> Content-Type: text/plain; charset="utf-8"
> >> >>>>
> >> >>>> Can you simplify the script to use a minimal number of files and
> >> >>>> lines
> >> >>>> to
> >> >>>> reproduce the error (e.g., hopefully it doesn't depend on bad
> >> >>>> channels
> >> >>>> at
> >> >>>> all), and upload the necessary files and script somewhere? I guess
> >> >>>> that
> >> >>>> error could happen if you only have sensors in head coordinates to
> >> >>>> start
> >> >>>> with -- we can probably work around it.
> >> >>>>
> >> >>>> It shouldn't be too difficult to add that digitization information
> >> >>>> without
> >> >>>> having to resort to MNE-C tools. Feel free to open an mne-python
> >> >>>> issue
> >> >>>> about this stuff so we can hash out a solution, then we can report
> >> >>>> back
> >> >>>> to
> >> >>>> this thread.
> >> >>>>
> >> >>>> Eric
> >> >>>>
> >> >>>>
> >> >>>> On Tue, Nov 17, 2015 at 10:13 PM, Hari Bharadwaj
> >> >>>> <hari at nmr.mgh.harvard.edu>
> >> >>>> wrote:
> >> >>>>
> >> >>>> > Hi Emily,
> >> >>>> >    Perhaps you could try converting the digitization data to one
> of
> >> >>>> > the
> >> >>>> > formats (e.g., .hpts) accepted by mne.channels.read_montage(.)
> >> >>>> > using
> >> >>>> > the C-version of mne_convert_dig_data (if they are already not
> >> >>>> > available in one of those formats). Once you do that and read it
> >> >>>> > into
> >> >>>> > python as a Montage object using mne.channels.read_montage(.),
> you
> >> >>>> > could supply it as to the montage argument in
> >> >>>> > mne.io.read_raw_brainvision(.).
> >> >>>> >
> >> >>>> > Also, the digitization data should contain cardinal points (like
> >> >>>> > nasion,
> >> >>>> > LPA, RAP) for the head along with the EEG sensor locations.. That
> >> >>>> > way,
> >> >>>> > "head coordinated" and "sensor coordinates" can be matched in the
> >> >>>> > Montage.
> >> >>>> >
> >> >>>> > HTH,
> >> >>>> > Hari
> >> >>>>
> >> >>>> >
> >> >>>> >
> >> >>>> > On Tue, November 17, 2015 7:07 pm, Emily Stephen wrote:
> >> >>>> > > Hi All,
> >> >>>> > >
> >> >>>> > > I'm getting an error when I run mne.make_forward_solution, but
> >> >>>> > > only
> >> >>>> > > if I
> >> >>>> > > try to save the result.
> >> >>>> > >
> >> >>>> > > That is, if I set fname=None then the whole thing runs fine,
> but
> >> >>>> > > if
> >> >>>> > > I set
> >> >>>> > > fname=<filename>, it fails in the call to
> write_forward_solution
> >> >>>> > > with the
> >> >>>> > > error:
> >> >>>> > > Head<-->sensor transform not found
> >> >>>> > >
> >> >>>> > > Seems like write_forward_solution is expecting values in info
> >> >>>> > > under
> >> >>>> > > dev_head_t or ctf_head_t, which never got set.
> >> >>>> > >
> >> >>>> > > I think it may be related to the fact that I'm loading (just
> EEG)
> >> >>>> > > data
> >> >>>> > > from
> >> >>>> > > a brainvision file using mne.io.read_raw_brainvision.
> >> >>>> > >
> >> >>>> > > I've been struggling to figure out how to include the digitizer
> >> >>>> > > information
> >> >>>> > > in the preprocessed data. My digitizer info is in a .fif file
> >> >>>> > > that
> >> >>>> > > otherwise doesn't contain any measurement data (I can't even
> >> >>>> > > figure
> >> >>>> > > out
> >> >>>> > > how
> >> >>>> > > to load it using the python MNE). So far the only thing I've
> done
> >> >>>> > > with
> >> >>>> > > that
> >> >>>> > > file is to use it to update the channel locations with a call
> to
> >> >>>> > > the
> >> >>>> > > C
> >> >>>> > > implementation:
> >> >>>> > >     call(['mne_check_eeg_locations',
> >> >>>> > >           '--file', fname,
> >> >>>> > >           '--dig', op.join(subjects_dir,subject,subject +
> >> >>>> > > '.fif'),
> >> >>>> > >           '--fix'])
> >> >>>> > >
> >> >>>> > > I'm new to all of this (including python) so any help would be
> >> >>>> > > much
> >> >>>> > > appreciated! I've attached the code (apologies for the mess).
> >> >>>> > >
> >> >>>> > > Thanks,
> >> >>>> > > Emily
> >> >>>> > > _______________________________________________
> >> >>>> > > Mne_analysis mailing list
> >> >>>> > > Mne_analysis at nmr.mgh.harvard.edu
> >> >>>> > > https://mail.nmr.mgh.harvard.edu/mailman/listinfo/mne_analysis
> >> >>>> >
> >> >>>> >
> >> >>>> > --
> >> >>>> > Hari Bharadwaj
> >> >>>> > Research Fellow
> >> >>>> > Martinos Center for Biomedical Imaging,
> >> >>>> > Massachusetts General Hospital
> >> >>>> > 149 Thirteenth Street,
> >> >>>> > Charlestown, MA 02129
> >> >>>> >
> >> >>>> > hari at nmr.mgh.harvard.edu
> >> >>>> > Ph: 734-883-5954
> >> >>>> > www.haribharadwaj.com
> >> >>>> > _______________________________________________
> >> >>>> > Mne_analysis mailing list
> >> >>>> > Mne_analysis at nmr.mgh.harvard.edu
> >> >>>> > https://mail.nmr.mgh.harvard.edu/mailman/listinfo/mne_analysis
> >> >>>> >
> >> >>>> >
> >> >>>> > The information in this e-mail is intended only for the person to
> >> >>>> > whom
> >> >>>> > it
> >> >>>> > is
> >> >>>> > addressed. If you believe this e-mail was sent to you in error
> and
> >> >>>> > the
> >> >>>> > e-mail
> >> >>>> > contains patient information, please contact the Partners
> >> >>>> > Compliance
> >> >>>> > HelpLine at
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> >> >>>> > you
> >> >>>> > in
> >> >>>> > error
> >> >>>> > but does not contain patient information, please contact the
> sender
> >> >>>> > and
> >> >>>> > properly
> >> >>>> > dispose of the e-mail.
> >> >>>> >
> >> >>>> >
> >> >>>> -------------- next part --------------
> >> >>>> An HTML attachment was scrubbed...
> >> >>>> URL:
> >> >>>>
> >> >>>>
> http://mail.nmr.mgh.harvard.edu/pipermail/mne_analysis/attachments/20151118/33c316c2/attachment.html
> >> >>>>
> >> >>>> ------------------------------
> >> >>>>
> >> >>>> _______________________________________________
> >> >>>> Mne_analysis mailing list
> >> >>>> Mne_analysis at nmr.mgh.harvard.edu
> >> >>>> https://mail.nmr.mgh.harvard.edu/mailman/listinfo/mne_analysis
> >> >>>>
> >> >>>> End of Mne_analysis Digest, Vol 94, Issue 7
> >> >>>> *******************************************
> >> >>>
> >> >>>
> >> >>
> >> >> _______________________________________________
> >> >> Mne_analysis mailing list
> >> >> Mne_analysis at nmr.mgh.harvard.edu
> >> >> https://mail.nmr.mgh.harvard.edu/mailman/listinfo/mne_analysis
> >> >>
> >> >>
> >> >> _______________________________________________
> >> >> Mne_analysis mailing list
> >> >> Mne_analysis at nmr.mgh.harvard.edu
> >> >> https://mail.nmr.mgh.harvard.edu/mailman/listinfo/mne_analysis
> >> >>
> >> >>
> >> >> The information in this e-mail is intended only for the person to
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> >> >> addressed. If you believe this e-mail was sent to you in error and
> the
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> >> >> but does not contain patient information, please contact the sender
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> >> >> dispose of the e-mail.
> >> >>
> >> >
> >> >
> >> > _______________________________________________
> >> > Mne_analysis mailing list
> >> > Mne_analysis at nmr.mgh.harvard.edu
> >> > https://mail.nmr.mgh.harvard.edu/mailman/listinfo/mne_analysis
> >> >
> >> >
> >> > The information in this e-mail is intended only for the person to whom
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> >> _______________________________________________
> >> Mne_analysis mailing list
> >> Mne_analysis at nmr.mgh.harvard.edu
> >> https://mail.nmr.mgh.harvard.edu/mailman/listinfo/mne_analysis
> >
> >
> >
> > _______________________________________________
> > Mne_analysis mailing list
> > Mne_analysis at nmr.mgh.harvard.edu
> > https://mail.nmr.mgh.harvard.edu/mailman/listinfo/mne_analysis
> >
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-- 
_____________________________________

PhD Candidate in Neuroscience | UC Berkeley <http://hwni.org/>
Editor and Web Director | Berkeley Science Review
<http://sciencereview.berkeley.edu/>
_____________________________________
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