lrds > apply_lrds.m

apply_lrds

PURPOSE

apply_lrds - applies the classifier

SYNOPSIS

function out = apply_lrds(X, cls)

DESCRIPTION

 apply_lrds - applies the classifier

 Syntax:
  out = apply_lrds(X, cls)

CROSS-REFERENCE INFORMATION

This function calls:

This function is called by:

BcicompIIIiva BcicompIIIiva.m - main script file that applies the method to BCI

SOURCE CODE

0001 function out = apply_lrds(X, cls)
0002 % apply_lrds - applies the classifier
0003 %
0004 % Syntax:
0005 %  out = apply_lrds(X, cls)
0006   
0007 [C1, C2, n] = size(X);
0008 
0009 if C1==1
0010   C = sqrt(C2);
0011   X = shiftdim(X);
0012 elseif C1~=C2
0013   error('Input is not square.');
0014 else
0015   C = C1;
0016   X = reshape(X, [C^2, n]);
0017 end
0018 
0019 out = reshape(cls.Ww*cls.W*cls.Ww', [1,C^2])*X + cls.bias;