COE
591.01[061] Neural Networks
Sat. & Mon. 6:30 PM –
7:45 PM
Location: 24/106
Instructor:
Dr.
Atef Jawad Al-Najjar
Office: 22/331
Phone: 4941
X(1) à Wh(1,1), Wh(1,2), Wh(1,k), … Wh(1,Nh)
f(1), f(2), …, f(k), …, f(Nh)
Wo(1,1), Wo(1,2), …, Wo(1,j), …, Wo(1,m)
g(1), g(2),
..., g(j), ..., g(m)
Y(1), Y(2), ..., Y(j), ..., Y(m)
X(2) à W(2,1), W(2,2), W(2,k), … W(2,Nh)
f(1), f(2), …, f(k), …, f(Nh)
Wo(2,1), Wo(2,2), …, Wo(2,j), …, Wo(2,m)
g(1), g(2),
..., g(j), ..., g(m)
Y(1),
Y(2), ..., Y(j), ..., Y(m)
X(i) à W(i,1), W(i,2), W(i,k), … W(i,Nh)
f(1), f(2), …, f(k), …, f(Nh)
Wo(i,1), Wo(i,2), …, Wo(i,j), …, Wo(i,m)
g(1), g(2),
..., g(j), ..., g(m)
Y(1),
Y(2), ..., Y(j), ..., Y(m)
…
X(n) à W(n,1), W(n,2), W(n,k), … W(n,Nh)
f(1), f(2), …, f(k), …, f(Nh)
Wo(n,1), Wo(n,2), …, Wo(n,j), …, Wo(n,m)
g(1), g(2), ..., g(j), ..., g(m)
Y(1), Y(2), ..., Y(j), ..., Y(m)
ANN: All links with weights, no bias. Is a matrix representation possible?
Selected material: