maybe you should add pre-whitening stage before it. Also, the data needs processing before applying CSP.<div>There is code publicly available, you can refer to it.<br><br><div class="gmail_quote">On Fri, Sep 16, 2011 at 2:40 AM, ahmad hasanpour <span dir="ltr"><<a href="mailto:a.ahp89@gmail.com">a.ahp89@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">please help me my friends,i see csp code in bci lab ,let me describe for you understand i get it; first
create k fold with 10,and then take set of trials different for obtain
good spatial filter?(i cant understand this section please describe it)<br>
<br>after u obtain good spatial filter u apply it on test trails.<br><br>i do this steps on datasetIIIa but i cant get good result(2 classes).<br><br><span style="font-family:courier new,monospace">cov1=cov(signals(1:400,:)); %Class 1</span><br style="font-family:courier new,monospace">
<span style="font-family:courier new,monospace">cov2=cov(signals(803:1203,:)); %Class2</span><br style="font-family:courier new,monospace">
<span style="font-family:courier new,monospace"><br>[W D]=eig(cov1,cov1+cov2);</span><br style="font-family:courier new,monospace"><span style="font-family:courier new,monospace"><br>filter=W(:,[1:3 56:59]);</span> % M first and end W<br style="font-family:courier new,monospace">
<span style="font-family:courier new,monospace"><br>sig1=signals(1:400,:)*filter;</span><br style="font-family:courier new,monospace"><span style="font-family:courier new,monospace"><br>sig2=signals(803:1203,:)*filter;</span><br style="font-family:courier new,monospace">
<span style="font-family:courier new,monospace"> log(var(sig1))</span><br style="font-family:courier new,monospace"><span style="font-family:courier new,monospace"> -4.2778 -3.6758 -2.9707 -0.1514 -0.1446 -0.1144 -0.0163</span><br style="font-family:courier new,monospace">
<br style="font-family:courier new,monospace"><span style="font-family:courier new,monospace">log(var(sig2))</span><br style="font-family:courier new,monospace"><span style="font-family:courier new,monospace"> -0.0140 -0.0257 -0.0526 -1.9627 -2.0050 -2.2249 -4.1225</span><br style="font-family:courier new,monospace">
<br style="font-family:courier new,monospace"><span style="font-family:courier new,monospace">sig3=signals(402:802,:)*filter; <b>%Class1 for Test</b></span><br style="font-family:courier new,monospace"><span style="font-family:courier new,monospace">log(var(sig3))</span><br style="font-family:courier new,monospace">
<span style="font-family:courier new,monospace"> 0.0388 -0.9152 0.1855 -0.2021 -0.0560 -0.8266 -1.8903</span><br><br>i dont have good result;why?<br></div>
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