<h3 class="gs_rt" style="width:44.5em;font-weight:normal;font-size:medium;margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;font-family:arial,sans-serif;background-color:rgb(255,255,255)">Please contact these authors who work in Malaysia to request the help and education you require.</h3>

<div><br></div><div><br></div><h3 class="gs_rt" style="width:44.5em;font-weight:normal;font-size:medium;margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;font-family:arial,sans-serif;background-color:rgb(255,255,255)">

<br></h3><h3 class="gs_rt" style="width:44.5em;font-weight:normal;font-size:medium;margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;font-family:arial,sans-serif;background-color:rgb(255,255,255)"><br></h3>

<h3 class="gs_rt" style="width:44.5em;font-weight:normal;font-size:medium;margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;font-family:arial,sans-serif;background-color:rgb(255,255,255)"><a href="http://www.springerlink.com/index/E253P345N0320361.pdf" style="color:rgb(85,26,139)">Effect of mental training on <b>BCI </b>performance</a></h3>

<div class="gs_a" style="color:rgb(0,128,0);font-family:arial,sans-serif;line-height:16px;background-color:rgb(255,255,255)">LF Tan, A Jansari, SL Keng… - Human-Computer Interaction. …, 2009 - Springer</div><div class="gs_rs" style="font-family:arial,sans-serif;line-height:16px;background-color:rgb(255,255,255)">

<b>...</b> Faculty of Engineering and Science, Universiti Tunku Abdul Rahman, Kuala Lumpur, <b>Malaysia</b></div><div class="gs_rs" style="font-family:arial,sans-serif;line-height:16px;background-color:rgb(255,255,255)">
<b><br>
</b></div><div class="gs_rs" style="font-family:arial,sans-serif;line-height:16px;background-color:rgb(255,255,255)"><b><br></b></div><div class="gs_rs" style="font-family:arial,sans-serif;line-height:16px;background-color:rgb(255,255,255)">

<h3 class="gs_rt" style="width:44.5em;font-weight:normal;font-size:medium;margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px"><span class="gs_ctc" style="color:rgb(0,0,204);font-size:x-small;font-weight:bold">[PDF]</span> <a href="http://www.bioline.org.br/pdf?mj09009" style="color:rgb(85,26,139)">Neurological Rehabilitation of Stroke Patients by Means of a Robotically Assisted Brain Controlled Interface</a></h3>

<div class="gs_ggs gs_fl" style="white-space:nowrap;font-size:medium"><a href="http://www.bioline.org.br/pdf?mj09009" style="color:rgb(85,26,139)"><span class="gs_ctg2" style="font-size:small;font-weight:bold">[PDF]</span> from bioline.org.br</a></div>

<div class="gs_a" style="color:rgb(0,128,0)">MZ Abdullah - <b>Malaysian </b>Journal of Medical Sciences, 2009 - <a href="http://bioline.org.br">bioline.org.br</a></div><div class="gs_rs"><b>...</b> In <b>Malaysia</b>, there are approximately 10,000 new stroke cases each year; 70% of patients who <b>..</b></div>

<div class="gs_rs"><b><br></b></div><div class="gs_rs"><h3 class="gs_rt" style="width:44.5em;font-weight:normal;font-size:medium;margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px"><span class="gs_ctc" style="color:rgb(0,0,204);font-size:x-small;font-weight:bold">[PDF]</span> <a href="http://www.ipcbee.com/vol11/11-T025.pdf" style="color:rgb(85,26,139)">A Review of Asynchronous Electroencephalogram-based Brain Computer Interface Systems</a></h3>

<div class="gs_ggs gs_fl" style="white-space:nowrap;font-size:medium"><a href="http://www.ipcbee.com/vol11/11-T025.pdf" style="color:rgb(85,26,139)"><span class="gs_ctg2" style="font-size:small;font-weight:bold">[PDF]</span> from ipcbee.com</a></div>

<div class="gs_a" style="color:rgb(0,128,0)">AA Nooh, J Yunus… - Proceedings of International …, 2011 - <a href="http://ipcbee.com">ipcbee.com</a></div><div class="gs_rs"><b>...</b> should be made on other factors besides classifier which affects the accuracy and time response</div>

</div></div>
<div><br></div><h3 class="gs_rt" style="width:44.5em;font-weight:normal;font-size:medium;margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px;font-family:arial,sans-serif;background-color:rgb(255,255,255)"><a href="http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5937125" style="color:rgb(85,26,139)"><b>EEG </b>signal classification for real-time brain-computer interface applications: A review</a></h3>

<div class="gs_a" style="color:rgb(0,128,0);font-family:arial,sans-serif;line-height:16px;background-color:rgb(255,255,255)">A Khorshidtalab… - Mechatronics (ICOM), 2011 4th …, 2011 - <a href="http://ieeexplore.ieee.org">ieeexplore.ieee.org</a></div>

<div class="gs_rs" style="font-family:arial,sans-serif;line-height:16px;background-color:rgb(255,255,255)"><b>EEG</b> Signal Classification for Real-Time <b>...</b> Department of Mechatronics Engineering, International</div>

<div class="gs_rs" style="font-family:arial,sans-serif;line-height:16px;background-color:rgb(255,255,255)"><br></div><div class="gs_rs" style="font-family:arial,sans-serif;line-height:16px;background-color:rgb(255,255,255)">

<h3 class="gs_rt" style="width:44.5em;font-weight:normal;font-size:medium;margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px"><a href="http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5754189" style="color:rgb(85,26,139)"><b>EEG</b>-based Stress Features Using Spectral Centroids Technique and k-Nearest Neighbor Classifier</a></h3>

<div class="gs_a" style="color:rgb(0,128,0)">N Sulaiman, MN Taib, S Lias… - … ), 2011 UkSim 13th …, 2011 - <a href="http://ieeexplore.ieee.org">ieeexplore.ieee.org</a></div><div class="gs_rs"><b>...</b> Centroids Techniques”, IEEE EMBS on Biomedical Engineering and Science (IECBES), Kual</div>

<div class="gs_rs"><br></div><div class="gs_rs"><h3 class="gs_rt" style="width:44.5em;font-weight:normal;font-size:medium;margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px"><span class="gs_ctc" style="color:rgb(0,0,204);font-size:x-small;font-weight:bold">[HTML]</span> <a href="http://www.hindawi.com/journals/ddns/2011/724697/" style="color:rgb(85,26,139)">Evaluation of Methods for Estimating Fractal Dimension in Motor Imagery-Based Brain Computer Interface</a></h3>

<div class="gs_ggs gs_fl" style="white-space:nowrap;font-size:medium"><a href="http://www.hindawi.com/journals/ddns/2011/724697/" style="color:rgb(85,26,139)"><span class="gs_ctg2" style="font-size:small;font-weight:bold">[HTML]</span> from hindawi.com</a></div>

<div class="gs_a" style="color:rgb(0,128,0)">CK Loo, A Samraj… - Discrete Dynamics in Nature and Society, 2011 - <a href="http://hindawi.com">hindawi.com</a></div><div class="gs_rs"><b>...</b> 3 Faculty of Engineering and Technology, Multimedia University, Jalan Ayer Keroh Lama, 75450</div>

</div><div class="gs_rs">]</div><div class="gs_rs"><br></div><div class="gs_rs"><h3 class="gs_rt" style="width:44.5em;font-weight:normal;font-size:medium;margin-top:0px;margin-right:0px;margin-bottom:0px;margin-left:0px">

<span class="gs_ctc" style="color:rgb(0,0,204);font-size:x-small;font-weight:bold">[PDF]</span> <a href="http://www.ipcbee.com/vol9/8-B019.pdf" style="color:rgb(85,26,139)"><b>EEG </b>Brainwaves Synchronization Comparison between Electrical Engineering and Sports Science Students: Pre and Post Horizontal Motion Intervention</a></h3>

<div class="gs_ggs gs_fl" style="white-space:nowrap;font-size:medium"><a href="http://www.ipcbee.com/vol9/8-B019.pdf" style="color:rgb(85,26,139)"><span class="gs_ctg2" style="font-size:small;font-weight:bold">[PDF]</span> from ipcbee.com</a></div>

<div class="gs_a" style="color:rgb(0,128,0)">ZH Murat, MN Taib, ZM Hanafiah, S Lias… - … Conference on Food …, 2011 - <a href="http://ipcbee.com">ipcbee.com</a></div><div class="gs_rs"><b>...</b> MARA, S.Alam, <b>Malaysia</b> <b>...</b> The aim of this research is to compare the effect of HR on brainwave</div>

</div></div><br><div class="gmail_quote">On Wed, Mar 7, 2012 at 11:11 PM, FENG YX <span dir="ltr"><<a href="mailto:fengyx@myinti.edu.my">fengyx@myinti.edu.my</a>></span> wrote:<br><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex">

<div><div style="font-size:12pt;font-family:times new roman,new york,times,serif"><div><span><div style="font-size:12pt;font-family:times,serif">Im Feng from <span style="color:rgb(54,99,136)">INTI College Penang</span>.</div>

<div style="font-size:12pt;font-family:times,serif"><font size="3" style="font-family:'times new roman','new york',times,serif;font-size:12pt"><br></font></div><div style="font-family:times,serif"><font size="3" style="font-family:'times new roman','new york',times,serif">I'm working on EEG project as my </font><span style="font-family:'times new roman','new york',times,serif">Electrical</span><font size="3" style="font-family:'times new roman','new york',times,serif"> and Electronic Degree final year project. Up to date, I
 had successfully acquired</font><br></div><div><font size="3">EEG signal through 2 passive electrode probe from the fore head.</font></div><div><font size="3"><br></font></div><div><font size="3">However, due to lacking of medical related info on EEG, I couldn't proceed further to analyze and classify the EEG signal and go further for BCI (brain computer interaction) . Please suggest possible method and reading material. Your advice is much appreciated.</font></div>

<div style="font-size:12pt"><font size="3"><br></font></div><div style="font-size:12pt"><font size="3"><div style="font-size:17px"><font size="3" style="font-style:italic">Im in the beginning stage currently. My hardware is using 2 channels to acquire the EEG signal via passive electrodes on the forehead. This signal had been gone through :</font></div>

<div style="font-size:17px"><span style="font-style:italic"><font size="3">a) Analogue -
 filtering, </font>aliasing<font size="3">, amplification</font><br></span></div><div style="font-size:17px"><font size="3" style="font-style:italic">b) Digital - multiplexing, decoding (A/D) and serial com RS232</font></div>

<div style="font-size:17px"><font size="3" style="font-style:italic"><br></font></div><div style="font-size:17px"><font size="3" style="font-style:italic">My main focus was on the <span style="font-weight:bold;text-decoration:underline">software part</span>. Im able to connect the hardware viz RS232 serial communication. Using Matlab,</font></div>

<div style="font-size:17px"><font size="3" style="font-style:italic">i had done :</font></div><div style="font-size:17px"><font size="3" style="font-style:italic">1) Decode the binary signal (D/A C)</font></div><div style="font-size:17px">

<font size="3" style="font-style:italic">2) Create a buffer to wait and sync the hardware bit
 rate</font></div><div style="font-size:17px"><font size="3" style="font-style:italic">3) Reconstruct the signal in analogue form - time domain</font></div><div style="font-size:17px"><font size="3" style="font-style:italic">4) FFT the signal into frequency domain</font></div>

<div style="font-size:17px"><span style="font-style:italic">Currently trying to classify the signal with alpha, beta etc stages for the brain activeness. </span></div><div style="font-size:17px"><span style="font-style:italic">At the meantime, I'm leaning Fuzzy Logic and ISA Technics related to DSP. </span></div>

<div style="font-size:17px"><font size="3" style="font-style:italic"><br></font></div><div style="font-size:17px"><font size="3" style="color:rgb(0,0,255);font-style:italic">Now my major issue is analyze the EEG signal and interpretation. As an E&E Eng student, i have insufficient
 medical knowledge to understand the EEG wave.</font></div><div style="font-size:17px"><font size="3"><br></font></div><div style="font-size:17px"><span style="font-size:medium">Thanks in advance and have a nice day.</span><br>

</div></font></div></span></div><div style="font-size:12pt"> </div><div style="font-size:12pt"><font><div><br> </div><div style="MARGIN-RIGHT:0px" dir="ltr"><font>--<br>Regards,<br><br><i><font size="3" face="times new roman, new york, times, serif">FENG YING XING</font></i><br>

<font face="courier, monaco, monospace, sans-serif"><a rel="nofollow" href="http://mail.google.com/a/intima.edu.my/&bsv=1eic6yu9oa4y3&ltmpl=default&ltmplcache=2" target="_blank"><img style="WIDTH:128px;min-height:25px" width="96" height="39"></a></font></font><br>

<font>INTI International College Penang<br>Email :
 </font><a rel="nofollow" href="mailto:fengyx@myinti.edu.my" target="_blank"><font>fengyx@myinti.edu.my</font></a><font> <br>           </font><a rel="nofollow" href="mailto:yingxing.feng@i.edu.my" target="_blank"><font>yingxing.feng@i.edu.my</font></a></div>

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