Chap 9: Supervised Learning Neural Networks - PowerPoint PPT Presentation
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Chap 9: Supervised Learning Neural Networks
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... MLP Decision Boundaries Learning rule: Steepest descent (Backprop) Conjugate gradient method All optim. methods using first derivative Derivative-free optim. – PowerPoint PPT presentation
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Title: Chap 9: Supervised Learning Neural Networks
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Chap 9 Supervised Learning Neural Networks
Neural Networks
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Multilayer Perceptrons (MLPs)
- Learning rule
- Steepest descent (Backprop)
- Conjugate gradient method
- All optim. methods using first derivative
- Derivative-free optim.
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Multilayer Perceptrons (MLPs)
Example XOR problem
Training data
x1 x2 y 0 0 0 0 1 1 1 0 1 1
1 0
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MLP Decision Boundaries
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