[EEG] Boards interfaced, data displayed (err, noise displayed)
Josh Myer
josh at joshisanerd.com
Sun Apr 19 21:47:43 UTC 2009
(Sorry to have to phone it in, but, at least this meeing, I've got
something to phone in!)
My other project took a day off yesterday, so I spent the day on
Fourier transforms and interfacing to OpenEEG boards. Mitch was kind
enough to leave some working OpenEEG kit in my care while he's gone,
which has been incredibly helpful. Based on Jonathon's email (thank
you!) I wrote some ruby to capture from a serial dongle yesterday
afternoon.
Last night and this morning I built a quick combinaton scope and
spectrum analyzer using OpenGL (and FFTW for FFTs).
Admittedly, I don't have any electrodes, so I'm left only looking at
noise, but, it's working! Now we have our own minimalist stack to
interface with the board and examine output in real-time, totally open
all the way down. (I'd like to go GPLv2 if nobody has objections, but
that's a discussion for another day.)
I've got some more work to do here, but will be leaving the boards and
other equipment on my shelf at noisebridge sometime this week or early
next, so others can use them. (I feel responsible for this equipment,
and it's not mine, so please be really careful!)
I also took the liberty of registering a "mindbridge" project at
google code. If you want to check it out:
The nigh-useless homepage: http://code.google.com/p/mindbridge/
SVN checkout instructions:
svn checkout http://mindbridge.googlecode.com/svn/trunk/ mindbridge-read-only
I'd love to add other people to run the group, so ping me if you want
write access. You'll need a google account, which is slightly
unpleasant, but, honestly, sourceforge has been too painful the last
few times I tried to use it*.
To reproduce my results: in that checkout, there's a noodling/
directory. It contains, not surprisingly, noodlings. The important
ones are:
* serial.rb : a ruby decoder for the format, which outputs channel
1's reading on stdout. You'll need Ruby/SerialPort:
http://ruby-serialport.rubyforge.org/
('apt-get install libserialport-ruby' on ubuntu)
You may also need to edit the serial port it's
pointing at.
* glscope.cpp : an OpenGL/GLUT-based oscilloscope and spectrum
analyzer. It's really, really rough around the
edges, but works. You'll need libfftw3 and
libglut to build this one:
FFTW: http://www.fftw.org/download.html
GLUT: I really dunno, sorry. It's usually there.
('apt-get install freeglut3-dev libfftw3-dev')
You can then just 'make glscope' hopefully.
In grand unix fashion, glscope is designed to take either serial
output from serial.rb or test output, to make sure it's working okay.
To use test output:
./gen_data.rb | ./glscope
To use the real serial port:
./serial.rb | ./glscope
And, if you want to use your own test generation stuff, go for it!
glscope expects inputs in the range -1000,1000, floating point. It
should be possible to export some datasets that are publicly available
and feed them into the program in this fashion.
(Datasets:
http://sccn.ucsd.edu/~arno/fam2data/publicly_available_EEG_data.html )
Things to do:
* glscope needs cleaned up. Right now, it's all bailing wire and
chewing gum. Tasty.
* I like the two-piece architecture, with an interface program and a
boring analysis program, but it's one-channel ATM. Need to expand
to allow multiple channels of input. I'm thinking of making it
networked and broadcast, which allows multiple people to run their
own analyses on the same live data stream, as well as capturing it
for offline analysis.
* The fftw3_run.c program has the ability to reconstruct waveforms
from the FFT coefficients. We can then zero out coefficients not
in each band, and break down to just alpha/beta/etc waves and
display those on the scope as well. What else would we need for
neurofeedback work with this device?
* Trodes and an enclosure!
Happy hacking!
--
Josh Myer 650.248.3796
josh at joshisanerd.com
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