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Learning and Perceptrons

Learning and Perceptrons

Learning and Perceptrons. CIS 479/579 Bruce R. Maxim UM-Dearborn. Momentum and Friction. When human players use a mouse to aim Momentum turns the view more than they expect for large angles (the ballistic mouse thing) Friction slows down the turn for small angles

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681 views • 57 slides
Neural Networks

Neural Networks

Neural Networks. Neural Networks (NNs) are biologically-inspired techniques for learning. NNs can be used to solve problems: represented as attribute-value pairs where an acceptable hypothesis is represented as a real or discrete valued vector where training example contain noise

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341 views • 17 slides
Lecture 14. MLP (VI): Model Selection

Lecture 14. MLP (VI): Model Selection

Lecture 14. MLP (VI): Model Selection. Outline. Universal approximation property Network structure selection Structural Design of MLP Dynamic and Static Growing Methods Dynamic and Static Pruning Methods Batch Learning Methods. Configuration of MLP.

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302 views • 15 slides
Lecture 14. MLP (VI): Model Selection

Lecture 14. MLP (VI): Model Selection

Lecture 14. MLP (VI): Model Selection. Outline. Universal approximation property Network structure selection Structural Design of MLP Dynamic and Static Growing Methods Dynamic and Static Pruning Methods Batch Learning Methods. Configuration of MLP.

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318 views • 15 slides
Lecture 14. MLP (VI): Model Selection

Lecture 14. MLP (VI): Model Selection

Lecture 14. MLP (VI): Model Selection. Outline. Universal approximation property Network structure selection Structural Design of MLP Dynamic and Static Growing Methods Dynamic and Static Pruning Methods Batch Learning Methods. Configuration of MLP.

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291 views • 15 slides

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