ganzhiqi1.m

感知器MATLAB程序 感知器MATLAB程序

%感知器用于分类
P=[-0.5 -0.5 0.3 0;-0.5 0.5 -0.5 1];
T=[1 1 0 0];
[R,Q]=size(P);
[S,Q]=size(T);
W=rands(S,R);
B=rands(S,1);
max_epoch=40;
A=hardlim(W*P,B);
for epoch=1:max_epoch
    if all(A==T);
        epoch=epoch-1;
        break
    end
    [dW,dB]=learnp(P,A,T);
    W=W+dW
    B=B+dB
    A=hardlim(W*P,B)
end