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

 

Send E-Mail

 

X(1) 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) 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) 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) 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:

Selected Material.1

Selected Material.2

Selected Material.3