Monday, April 6, 2015

EEG electrode placement for mu wave, Y02-M08-D06

Mo, 06.04.2015
Year 2, Month 8, Day 6
(1 tahun, 7 bulan dan 6 hari telah berlalu)

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EEG electrode placement for mu wave.


From Gerwin Schalk, in BCI2000 forum (if 8 channels):
- left:   F3, C3, T7
- right:  F4, C4, T8
- middle: Cz, Pz
See
http://www.bci2000.org/phpbb/viewtopic.php?t=390


Easy Cap, in lab.
- left:   F3, C3, P3, O1, TP9
- right:  F4, C4, P4, O2, TP10
- middle: FPz, AFz, Fz, FCz, Cz, Pz
The configuration of 16 electrodes is from Markus Kroesen's Bachelor Thesis, 2013,
"Vergleich verschiedener EEG-Verstärker zur Steuerung von Brain-Computer Interfaces"
http://www.easycap.de/easycap/e/products/products.htm
note: Markus Kroesen was developing P300 based BCI speller, with EasyMotiv (Easy Cap + modified Emotiv)

note:
- F3, F4, C3, C4 are there, like Gerwin Schalk's suggestion
- Cz and Pz are there, like Gerwin Schalk's suggestion
- T7 and T8 are not there


Easymotiv = Easy Cap and modified Emotiv
http://github.com/SmartphoneBrainScanner/smartphonebrainscanner2-hardware/blob/master/easycap/build_instructions.md

Easymotiv:
http://drhdrdro.wordpress.com/2014/03/05/todo-y01-m07-d05/
http://drhdrdro.blogspot.com/2014/03/todo-y01-m07-d05.html
http://drhdrdro.wordpress.com/2014/02/24/todo-y01-m06-d24/
http://drhdrdro.blogspot.com/2014/02/todo-y01-m06-d24.html

Well, it is time consider mBrainTrain, instead of Easymotiv
http://drhdrdro.wordpress.com/2014/08/01/todo-y01-m12-d01/
http://drhdrdro.blogspot.com/2014/08/todo-y01-m12-d01.html
http://drhdrdro.wordpress.com/2014/03/26/todo-y01-m07-d26/
http://drhdrdro.blogspot.com/2014/03/todo-y01-m07-d26.html

mBrainTrain:
http://www.mbraintrain.com/


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Diana Valbuena 2010 motor imagery cap:
left:  FC3, C5, C3, C1, CP3
right: Fc4, C6, C4, C2, CP4
middle: AFz, Cz
reference: right ear lobe / or left?
ground (GND): AFz
Laplacian spatial filter, with C3 and C4 are central, others are surrounding


Similarity between Diana and Easy Cap:
- left:  C3
- right: C4
- middle: AFz, Cz


Bibliography:
1. Diana Valbuena, 2010, "Selection of Reactive Frequency Bands during Motor Imagery". BRAINROBOT, Ch. 9, pp 109. Shaker Verlag.
note:
- inconsistent reference placement but Laplacian spatial filter solve it.
- good idea of signal processing of ERD/ERS classification
- read other papers from citation to get idea of motor imagery, signal processing and electrode placement

2. G. Pfurtscheller, C. Brunner, A. Schlögl, F.L. da Silva, 2006, "Mu rhythm (de)synchronization and EEG sigle-trial classification of different motor imagery tasks". NeuroImage, vol. 31, pp. 153-159.
http://dx.doi.org/10.1016/j.neuroimage.2005.12.003
note:
- Diana Valbuena got idea of EEG electrode placement from this paper

3. B. Hjorth, 1975, "An online transformation of EEG scalp potentials into orthogonal source derivations". Electroencephalography and Clinical Neurophysiology, vol. 39, pp. 526-530.
http://www.ncbi.nlm.nih.gov/pubmed/52448
note:
- Diana Valbuena got idea of Laplacian spatial filter from this paper
- this paper is from the pre-internet era


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Irina Schierholz 2013 motor imagery cap:
- left:        FC1, C3, CP1, CP3, CP5, P3
- right:       FC2, C4, CP2, CP4, CP6, P4
- middle: AFz, FCz, Cz,                Pz
reference: FCz
ground (GND): AFz
Laplacian spatial filter, with C3 and C4 are central, others are surrounding

Similarity between Diana's and Irina's cap:
- left:        C3, CP3
- right:       C4, CP4
- middle: AFz, Cz,
- ground (GND): AFz


Bibliography:
1. Irina Schierholz, 2013, "Feasibility of humanoid robot feedback for motor imagery training". Master Thesis, University of Oldenburg

2. Catharina Zich, 2013, "Wireless EEG with individual electrode positions facilitates motor imagery learning". Master Thesis, University of Oldenburg

3. S. Debener, F. Minow, R. Emkes, K. Gandras, M. de Vos, 2012, "How about taking a low-cost, small, and wireless EEG for a walk?". Psychophysiology, 49(11), 1449-1453
http://onlinelibrary.wiley.com/doi/10.1111/j.1469-8986.2012.01471.x/abstract
note:
- about Easymotiv (Easy Cap + modified Emotiv)

4. Catharina Zich, Maarten de Vos, Cornelia Kranczioch, Stefan Debener, 2014, "Wireless EEG with individualized channel layout enables efficient motor imagery training", Clinical Neurophysiology,
http://dx.doi.org/10.1016/j.clinph.2014.07.007


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It seems that the important electrode positions to get mu-wave are C3, Cz, C4.
Pz can also be needed to get P300 signals.

Electrodes from frontal lobe: F3, F4, FC3, and FC4.
Electrode from temporal lobe: T7, T8
They could be needed to get redundant information.

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See previous post about electrode position for mu wave
http://drhdrdro.wordpress.com/2014/08/19/eeg-electrode-placement-for-mu-wave-y01-m11-d19/
http://drhdrdro.blogspot.com/2014/08/eeg-electrode-placement-for-mu-wave-y01.html


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mBrainTrain:
http://www.mbraintrain.com/

mBrainTrain Smarting Easy cap: RBE-24
- left:  FP1, F7, FC1, C3, T7, CP1, CP5, TP9,  P3, O1
- right: FP2, F8, FC2, C4, T8, CP2, CP6, TP10, P4, O2
- middle: AFz (DRL/GND), Fz, FCz (CMS/REF), Cz, CPz, Pz
reference: FCz  (CMS)
ground: AFz  (DRL)
Sorted channels (1-24): FP1;FP2;Fz;F7;F8;FC1;FC2;Cz;C3;C4;T7;T8;CPz;CP1;CP2;CP5;CP6;TP9;TP10;Pz;P3;P4;O1;O2
RBE = Real-Behavior-EEG

note:
- FC3, FC4, CP3, and CP4 are not there
- Laplacian structure (like Valbuena's) for C3 and C4 cannot be used. So, do think about Common Spatial Pattern (CSP) to automate spatial filter.
- Bipolar structure to think about: C3-FC1 and C4-FC2.

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About Common Spatial Pattern (CSP):
http://en.wikipedia.org/wiki/Common_spatial_pattern
http://youtube.com/watch?v=zsOULC16USU
http://de.slideshare.net/yokotatsuya/introduction-to-common-spatial-pattern-filters-for-eeg-motor-imagery-classification
http://drhdrdro.wordpress.com/2014/11/24/todo-y02-m03-d24/
http://drhdrdro.blogspot.com/2014/11/todo-y02-m03-d24.html

CSP tutorial:
http://twitter.com/saptocondro/status/535199034735341570
http://www.plurk.com/p/kjxhzs
http://twitter.com/saptocondro/status/532520018526076928
http://www.plurk.com/p/kj9jq0

CSP & ICA:
http://twitter.com/saptocondro/status/382459985923297280
http://www.plurk.com/p/j7lnd2


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Bipolar electrodes for motor imagery, from Doyle, et al, 2005
- left:  FC3-C3  (from FC3 to C3)
- right: FC4-C4  (from FC4 to C4)

Bibliography:
Louise Doyle, Kielan Yarrow, Peter Brown, 2005, "Lateralization of event-related beta desynchronization in the EEG during pre-cued reaction time tasks", Clinical Neurophysiology, Vol 116, Issue 8, pp 1879-1888.
http://dx.doi.org/10.1016/j.clinph.2005.03.017


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EEG electrode placement summary, in August 2014
http://saptocondro.wordpress.com/2014/08/23/eeg-electrode-placement-summary-august-2014/
http://iscabrainrobot.blogspot.com/2014/08/eeg-electrode-placement-summary-august.html

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CMS and DRL for EEG electrodes:
- CMS = Common Mode Sense, active electrode, used as reference (REF)
- DRL = Driven Right Leg, passive electrode, used as ground (GND)
http://saptocondro.wordpress.com/2014/02/11/cms-and-drl/
http://iscabrainrobot.blogspot.com/2014/02/cms-and-drl.html

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standard EEG 10-20 system:
http://de.wikipedia.org/wiki/10-20-System
http://en.wikipedia.org/wiki/10-20_system_(EEG)
http://saptocondro.wordpress.com/2012/01/01/standard-10-20-system-eeg-me/


My previous experiment on steady-state evoked potential (SSVEP):
Condro, 2010, "Improvement of Response Times in SSVEP-based Brain-Computer Interface". Master Thesis. University of Bremen.
http://saptocondro.wordpress.com/tag/thesis/
http://iscabrainrobot.blogspot.com/2010/01/improvement-of-response-times-in-ssvep.html
http://saptocondro.wordpress.com/2013/12/06/ssvep-electrode-position-on-my-head/
http://iscabrainrobot.blogspot.com/2013/12/ssvep-electrode-position-on-my-head.html

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SocMed notes:
http://twitter.com/saptocondro/status/578589560067764224
http://www.plurk.com/p/ku3het
http://drhdrdro.wordpress.com/2015/03/20/todo-y02-m07-d20/
http://drhdrdro.blogspot.com/2015/03/todo-y02-m07-d20.html


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My other thought about electrode position for P300
http://drhdrdro.wordpress.com/2015/04/04/eeg-electrode-placement-for-p300-y02-m08-d04/
http://drhdrdro.blogspot.com/2015/04/eeg-electrode-placement-for-p300-y02.html
http://drhdrdro.wordpress.com/2013/12/18/todo-y01-m04-d18/
http://drhdrdro.blogspot.com/2013/12/todo-y01-m04-d18.html


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My other thought about electrode position for motor imagery
http://drhdrdro.wordpress.com/2015/04/03/eeg-electrode-placement-for-motor-imagery-y02-m08-d03/
http://drhdrdro.blogspot.com/2015/04/eeg-electrode-placement-for-motor.html
With picture:
http://drhdrdro.wordpress.com/2013/09/11/eeg-electrode-placement-for-motor-imagery-y01-m01-d10/
http://drhdrdro.blogspot.com/2013/09/eeg-electrode-placement-for-motor.html


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Tagged:
http://saptocondro.wordpress.com/tag/electrode/
http://drhdrdro.wordpress.com/tag/electrode/


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Catatan tentang posisi elektroda untuk "mu wave" ini kuperbaharui. Ada tambahan informasi untuk Common Spatial Pattern (CSP) dan penggunaan mBrainTrain Smarting, dengan posisi elektroda RBE-24 dari Easy Cap.


Bremen, 6 April 2015

iscab.saptocondro

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