Time Frequency Analysis!
Marcel Bastiaansen
Marcel.Bastiaansen at FCDONDERS.RU.NL
Wed Feb 21 14:46:27 CET 2007
Dear Muthuraman & Jan Matthijs,
It is good to have an email discussion list for fieldtrip, so that all
users can benefit from each others problems, questions/answers and
experiences with the software.
However, if an email correspondence between two persons only involves
highly user-specific details about scripts, properties of the data of
that specific user etc., I think it would be better to switch to
'bilateral mode', that is, to continue the exchange of information
outside of the discussion list. This prevent people's mailboxes of
getting filled with lots of emails about details they don't need to know.
Thanks,
Marcel
Muthuraman Muthuraman wrote:
> Hi JM,
>
> After changing the padding to 30 still i get the values from 0.125 to
> 0.625 and all the other values are Nan's in the TFR.
>
> Thanking you
>
> With regards
> M.Muthuraman
>
>
>
>> From: Jan Mathijs Schoffelen <Jan.Schoffelen at FCDONDERS.RU.NL>
>> Reply-To: FieldTrip discussion list <FIELDTRIP at NIC.SURFNET.NL>
>> To: FIELDTRIP at NIC.SURFNET.NL
>> Subject: Re: [FIELDTRIP] Time Frequency Analysis!
>> Date: Wed, 21 Feb 2007 13:39:33 +0100
>>
>> Hi Muthu,
>>
>> Please put cfg.pad at 30.
>> As you can read in the frequency analysis tutorials, the cfg.pad is
>> used to
>> pad out your data with zeros until the specified length, to obtain the
>> spectral interpolation required. I suspect that having your cfg.pad
>> at only
>> 2, while having a data length which is way longer, you run into
>> problems.
>>
>> JM
>>
>>
>> -----Original Message-----
>> From: FieldTrip discussion list [mailto:FIELDTRIP at NIC.SURFNET.NL] On
>> Behalf
>> Of Muthuraman Muthuraman
>> Sent: Wednesday, February 21, 2007 1:15 PM
>> To: FIELDTRIP at NIC.SURFNET.NL
>> Subject: Re: [FIELDTRIP] Time Frequency Analysis!
>>
>> Hello JM,
>>
>> The time axis in my data which i define from 0 to 30 secs
>>
>> data1.time{1,1}=0:0.0375:29.99875;
>>
>> after making the changes it works now but i get the only values from
>>
>> 0.125 to 0.625 and all the other values are Nan's
>>
>> thanking you
>>
>> with regards
>> M.Muthuraman.
>>
>> >From: Jan Mathijs Schoffelen <Jan.Schoffelen at FCDONDERS.RU.NL>
>> >Reply-To: FieldTrip discussion list <FIELDTRIP at NIC.SURFNET.NL>
>> >To: FIELDTRIP at NIC.SURFNET.NL
>> >Subject: Re: [FIELDTRIP] Time Frequency Analysis!
>> >Date: Wed, 21 Feb 2007 12:41:24 +0100
>> >
>> >What's the time-axis in your data?
>> >
>> >JM
>> >
>> >-----Original Message-----
>> >From: FieldTrip discussion list [mailto:FIELDTRIP at NIC.SURFNET.NL] On
>> Behalf
>> >Of Muthuraman Muthuraman
>> >Sent: Wednesday, February 21, 2007 12:16 PM
>> >To: FIELDTRIP at NIC.SURFNET.NL
>> >Subject: Re: [FIELDTRIP] Time Frequency Analysis!
>> >
>> >Hello,
>> >
>> >A brief on how to do i get the data1, I have the data for 24000 data
>> points
>> >with 800 Hz sampling rate (30 secs of data), i construct my own data
>> format
>> >according to the data format specified in fieltrip with
>> >data.label,fsample,trial,time.
>> >I tried the way you have mentioned with the window length
>> >this is what i do
>> >
>> >cfg=[];
>> >winlen=0.5;
>> >halfwin=winlen/2;
>> >nwin=2.*(30./winlen)-1;
>> >cfg.output='pow';
>> >cfg.method='mtmconvol';
>> >cfg.channel = channelselection({'all' 'all'}, data1.label);
>> >cfg.foi=2:1:30;
>> >cfg.t_ftimwin=zeros(1,nwin).*winlen;
>> >cfg.toi=[0:halfwin:30-winlen];
>> >cfg.taper='hanning';
>> >cfg.pad=2;
>> >cfg.keeptrials='no';
>> >TFRmult=freqanalysis(cfg,data1);
>> >
>> >and it throws a error
>> >??? Subscript indices must either be real positive integers or
>> logicals.
>> >
>> >Error in ==> freqanalysis_mtmconvol at 424
>> > autspctrmacttap(sgnlop,:) = dum(acttimboi);
>> >
>> >Error in ==> freqanalysis at 167
>> >[freq] = feval(sprintf('freqanalysis_%s',lower(cfg.method)), cfg,
>> data);
>> >
>> >Please let me know, why do i get this error
>> >
>> >
>> >Thanking you
>> >
>> >with regards
>> >M.Muthuraman.
>> >
>> > >From: Christian Hesse <c.hesse at FCDONDERS.RU.NL>
>> > >Reply-To: FieldTrip discussion list <FIELDTRIP at NIC.SURFNET.NL>
>> > >To: FIELDTRIP at NIC.SURFNET.NL
>> > >Subject: Re: [FIELDTRIP] Time Frequency Analysis!
>> > >Date: Mon, 19 Feb 2007 13:12:03 +0100
>> > >
>> > >Hi Muthuraman,
>> > >
>> > >ok, in that case you can try the following (this assumes you have
>> >windows
>> > >of length "winlen" which overlap by "halfwin = winlen/2")
>> > >
>> > >winlen = 0.5;
>> > >% this is in seconds you can also use another time window
>> > >halfwin = winlen/2;
>> > >
>> > >% the total number of windows covering the 30 second period
>> > >nwin = 2.*(30./winlen) - 1;
>> > >
>> > >cfg.method = 'mtmconvol';
>> > >cfg.output = 'pow';
>> > >cfg.t_ftimwin = ones(1,nwin).*winlen;
>> > >cfg.toi = [0:halfwin:30-winlen];
>> > >
>> > >The important things here to check are
>> > >1) that cfg.t_ftimwin and cfg.toi contain the same number of elements
>> > >2) the times you specify in cfg.toi actually correspond to your time
>> >axis
>> > >(i.e. do not start before or go on after).
>> > >
>> > >If you want to use a different overlap, you need to calculate nwin
>> > >slightly differently.
>> > >
>> > >Hope this helps more,
>> > >Christian
>> > >
>> > >
>> > >
>> > >>Thanks for the suggestion but using the mtmfft which i have done
>> >already
>> > >>and it works, my interest now is that i would like to use the Time
>> > >>frequency analysis 'mtmconvol' to estimate the power in the time
>> > >>frequency scale, in which how to get the whole 30secs continous
>> data
>> >in
>> > >>one time frequency plot(TFR).
>> > >>
>> > >>Thanking you
>> > >>
>> > >>with regards
>> > >>M.Muthuraman.
>> > >>
>> > >>>From: Christian Hesse <c.hesse at FCDONDERS.RU.NL>
>> > >>>Reply-To: FieldTrip discussion list <FIELDTRIP at NIC.SURFNET.NL>
>> > >>>To: FIELDTRIP at NIC.SURFNET.NL
>> > >>>Subject: Re: [FIELDTRIP] Time Frequency Analysis!
>> > >>>Date: Mon, 19 Feb 2007 11:56:19 +0100
>> > >>>
>> > >>>Hi Muthuraman,
>> > >>>
>> > >>>>One more question regarding the Time frequency Analysis, i
>> have EMG
>> > >>>>data of 24000 data points with a sampling frequeny of 800Hz (30
>> >seconds
>> >
>> > >>>>of continous data). I would like to do the Timefrequency
>> analysis
>> >for
>> > >>>>this data and to see the power for the whole 30 seconds
>> > >>>
>> > >>>use preprocessing to get the EMG data into a single 30s trial
>> (if you
>> > >>>want to analyze the rectified EMG, then do the rectification in
>> > >>>preprocessing), then use frequanalysis with
>> > >>>
>> > >>>cfg.method = 'mtmfft';
>> > >>>cfg.output = 'pow';
>> > >>>
>> > >>>this should give you the power spectrum of your EMG data over the
>> > >>>entire 30 second period.
>> > >>>
>> > >>>Regards,
>> > >>>Christian
>> > >>>
>> > >>>
>> >
>> >>>---------------------------------------------------------------------
>> -
>> > >>>Christian Hesse, PhD, MIEEE
>> > >>>
>> > >>>F.C. Donders Centre for Cognitive Neuroimaging
>> > >>>P.O. Box 9101
>> > >>>NL-6500 HB Nijmegen
>> > >>>The Netherlands
>> > >>>
>> > >>>Tel.: +31 (0)24 36 68293
>> > >>>Fax: +31 (0)24 36 10989
>> > >>>
>> > >>>Email: c.hesse at fcdonders.ru.nl
>> > >>>Web: www.fcdonders.ru.nl
>> >
>> >>>---------------------------------------------------------------------
>> -
>> > >>>
>> > >>>
>> > >>>
>> > >>>
>> > >>
>> > >>_________________________________________________________________
>> > >>Tried the new MSN Messenger? It's cool! Download now. http://
>> > >>messenger.msn.com/Download/Default.aspx?mkt=en-in
>> > >>
>> > >
>> >
>> >----------------------------------------------------------------------
>> > >Christian Hesse, PhD, MIEEE
>> > >
>> > >F.C. Donders Centre for Cognitive Neuroimaging
>> > >P.O. Box 9101
>> > >NL-6500 HB Nijmegen
>> > >The Netherlands
>> > >
>> > >Tel.: +31 (0)24 36 68293
>> > >Fax: +31 (0)24 36 10989
>> > >
>> > >Email: c.hesse at fcdonders.ru.nl
>> > >Web: www.fcdonders.ru.nl
>> >
>> >----------------------------------------------------------------------
>> > >
>> > >
>> > >
>> > >
>> >
>> >_________________________________________________________________
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>>
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>
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--
dr. Marcel C.M. Bastiaansen.
Max Planck Institute for Psycholinguistics
Visiting Adress: Wundtlaan 1, 6525 XD Nijmegen, the Netherlands
Mailing adress: P.O. Box 310, 6500 AH Nijmegen, the Netherlands
phone: +31 24 3521 347
fax: +31 24 3521 213
mail: marcel.bastiaansen at mpi.nl
web: http://www.mpi.nl/Members/MarcelBastiaansen
and
FC Donders Centre for Cognitive Neuroimaging
Visiting address: Kapittelweg 29, 6525 EN Nijmegen, the Netherlands
Mailing address: PO Box 9101, 6500 HB Nijmegen, the Netherlands
phone: + 31 24 3610 882
fax: + 31 24 3610 989
mail: marcel.bastiaansen at fcdonders.ru.nl
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