function
[B,temp] = nrmlMat2(A,lev)
% This function normalizes the input
matrix A, so that all the elements
% of the matrix are between -1 and
1. Each level is normalized
individually,
% so information is not lost.
n =
length(A);
n2 = log2(n);
end1 = n2 - lev;
end2 = end1 - 1;
for
i = 1:lev
mx1 =
max(max(abs(A((1:2^(end2+i)),(2^(end2+i)+1):(2^(end1+i))))));
mx2 =
max(max(abs(A((2^(end2+i)+1):(2^(end1+i)),(2^(end2+i)+1):(2^(end1+i))))));
mx3 =
max(max(abs(A((2^(end2+i)+1):(2^(end1+i)),(1:2^(end2+i))))));
temp(i+1) = max([mx1 mx2 mx3]);
B(1:2^(end2+i),(2^(end2+i)+1):2^(end1+i))
= A(1:2^(end2+i),(2^(3+i)+1):2^(end1+i))./temp(i+1);
B((2^(end2+i)+1):2^(end1+i),(2^(end2+i)+1):2^(end1+i)) =
A(2^(end2+i)+1:2^(end1+i),(2^(end2+i)+1):2^(end1+i))./temp(i+1);
B((2^(end2+i)+1):2^(end1+i),1:2^(end2+i)) =
A((2^(end2+i)+1):(2^(end1+i)),(1:2^(end2+i)))./temp(i+1);
end
temp(1)
= max(max(abs(A(1:2^end1,1:2^end1))));
B(1:2^end1,1:2^end1) =
A(1:2^end1,1:2^end1)./temp(1);