<div dir="ltr"><div><div><div>Hi Mori,<br><br></div>In addition to what Makoto pointed out, your new sampling rate needs to be at or above the Nyquist rate to avoid aliasing---a good rule of thumb is the sampling rate should be at least 3 times higher than the highest-frequency signal in the data. So if you low-pass at 40 Hz, for example, the sampling rate should not be below 120 Hz. Personally, I like to use 1000 Hz because that just makes the data easy to work with (1 sample is 1 ms), although that could result in very large files for long experiments.<br>
<br></div>Best,<br></div>Steve<br></div><div class="gmail_extra"><br clear="all"><div><div dir="ltr"><div><br><br></div>Stephen Politzer-Ahles<br>New York University, Abu Dhabi<br>Neuroscience of Language Lab<br><a href="http://www.nyu.edu/projects/politzer-ahles/" target="_blank">http://www.nyu.edu/projects/politzer-ahles/</a><br>
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<br><br><div class="gmail_quote">On Mon, Jun 30, 2014 at 7:04 PM, mori larin <span dir="ltr"><<a href="mailto:morilarin88@gmail.com" target="_blank">morilarin88@gmail.com</a>></span> wrote:<br><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex">
<div dir="ltr">Dear list,<div><br></div><div>I am using EEG data and I have two questions:</div><div>1) I am not sure about sampling rate. The EEG data was recorded at 5000 Hz and I have to down sample it for further work. I used 256 Hz and I do not know is it correct or not. How should we select the re-sampling rate? Could it be any number and which criteria needs to be considered? </div>
<div><br></div><div>2) For the EEG data which is recorded simultaneously with fMRI data, in order to remove gradient and BCG artefacts automatically from the data using ICA , should I have to remove gradient artefacts before running ICA and then trying to find the remaining effect of gradient artefact in ICA components? (and what are the methods to remove it) or I have to run ICA on the contaminated data directly? The latter I think I have to expect more components associated to gradient artefacts because the amplitude of the gradient artefacts are larger than brain signals. </div>
<div><br></div><div>I really appreciate it if you could help me,</div><div><br></div><div>Regards,</div><div>Morin</div></div>
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