How to select non-NaN from a matrix?

Say we are only interested to extract row with only a non-NAN,

1  1  1  1  0  0
1  1  1  1  0  0
1  1  1  NaN  0  NaN
1  1  1  1  0  0
1  1  1  1  0  0
1  1  1  1  0  0
1  1  1  1  0  0
1  1  1  1  0  0
1  1  1  1  0  0
NaN  1  1  1  0  0

That is, row 1,2,4,5,6,7,8,9.

Answer 1

[balandong]

The following should work

X = ones(10,4);
X(3,4) = NaN;
X(3,6) = NaN;
X(10,1) = NaN;

newData=X((all((~isnan(X)),2)),:);