1 % Examples 2 % -------- 3 % p1 = [-1;1;-1]; 4 % t1 = -1; 5 % p2 = [1;1;-1]; 6 % t2 = 1; 7 % w = hebbian_learning(p1,t1,p2,t2) 8 function w = hebbian_learning(p1,t1,p2,t2) 9 % Author:Yao H. Wang 10 11 % hebbian_learning Summary of this function goes here 12 % Detailed explanation goes here 13 % w = TN。 14 % 其中T为t1,t2,即targets组成的矩阵。 15 % N,当P的逆矩阵存在的时候为P的逆矩阵,否则为P的伪逆。 16 P = [p1';p2']'; 17 T = [t1,t2]; 18 [row,col] = size(P); 19 r = rank(P); 20 if (row == col) && (r==row) 21 N = inv(P); 22 else 23 N = (inv(P'*P))*P'; 24 end 25 w = T*N; 26 27 end