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1 Pertemuan 14 APLIKASI BACK PROPAGATION Matakuliah: H0434/Jaringan Syaraf Tiruan Tahun: 2005 Versi: 1
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2 Learning Outcomes Pada akhir pertemuan ini, diharapkan mahasiswa akan mampu : Mendemonstrasikan Back Propagation pada pengenalan pola.
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3 Outline Materi Aplikasi Back Propagation
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4 Example: Function Approximation 1-2-1 Network + - t a e p
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5 1-2-1 Network a p
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6 Initial Conditions
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7 Forward Propagation
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8 Transfer Function Derivatives
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9 Backpropagation
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10 Weight Update
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11 Choice of Architecture 1-3-1 Network i = 1i = 2 i = 4i = 8
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12 Choice of Network Architecture 1-5-1 1-2-11-3-1 1-4-1
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13 Convergence 1 2 3 4 5 0 1 2 3 4 5 0
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14 Generalization 1-2-11-9-1
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