[Eeglablist] a question about csp code ,please help me
Arnaud Delorme
arno at ucsd.edu
Tue Oct 25 11:43:52 PDT 2011
Dear Ahmad,
I suggest you look up the following article which has code snippets to compute CSP in Matlab (page 9).
http://sccn.ucsd.edu/~arno/mypapers/Delorme_BCITools10.pdf
Best,
Arno
On Sep 15, 2011, at 11:40 AM, ahmad hasanpour wrote:
> 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)
>
> after u obtain good spatial filter u apply it on test trails.
>
> i do this steps on datasetIIIa but i cant get good result(2 classes).
>
> cov1=cov(signals(1:400,:)); %Class 1
> cov2=cov(signals(803:1203,:)); %Class2
>
> [W D]=eig(cov1,cov1+cov2);
>
> filter=W(:,[1:3 56:59]); % M first and end W
>
> sig1=signals(1:400,:)*filter;
>
> sig2=signals(803:1203,:)*filter;
> log(var(sig1))
> -4.2778 -3.6758 -2.9707 -0.1514 -0.1446 -0.1144 -0.0163
>
> log(var(sig2))
> -0.0140 -0.0257 -0.0526 -1.9627 -2.0050 -2.2249 -4.1225
>
> sig3=signals(402:802,:)*filter; %Class1 for Test
> log(var(sig3))
> 0.0388 -0.9152 0.1855 -0.2021 -0.0560 -0.8266 -1.8903
>
> i dont have good result;why?
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