1 Pertemuan 14 APLIKASI BACK PROPAGATION Matakuliah: H0434/Jaringan Syaraf Tiruan Tahun: 2005 Versi: 1
2 Learning Outcomes Pada akhir pertemuan ini, diharapkan mahasiswa akan mampu : Mendemonstrasikan Back Propagation pada pengenalan pola.
3 Outline Materi Aplikasi Back Propagation
4 Example: Function Approximation Network + - t a e p
Network a p
6 Initial Conditions
7 Forward Propagation
8 Transfer Function Derivatives
9 Backpropagation
10 Weight Update
11 Choice of Architecture Network i = 1i = 2 i = 4i = 8
12 Choice of Network Architecture
13 Convergence
14 Generalization