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05: Kognitive Systeme, Vorlesung, SS 2017, 24.05.2017

Waibel, Alexander; KIT | Webcast [Hrsg.]

  • 0:00:00 Starten
  • 0:00:06 Decision Function g(x)
  • 0:03:26 Perceptron - Nonlinearities
  • 0:04:11 The Perceptron
  • 0:05:44 Linear Discriminant Functions
  • 0:06:56 Perceptron
  • 0:08:36 Perceptron Criterion Function
  • 0:15:43 Linearly Separable Samples and the Solution Region in Weight Space
  • 0:20:04 Finding a Solution Region by Gradient Search
  • 0:24:40 Perceptron Learning
  • 0:34:10 Variations
  • 0:35:07 Effect of the Margin on the Solution Region
  • 0:35:35 Nonseparable behavior
  • 0:42:32 Network of Neurons/ Multi-Layer Perceptron
  • 0:45:21 Connectionist Units
  • 0:48:53 Training the MLP by Error Back-Propagation
  • 0:53:23 Backpropagation of Error
  • 0:56:19 Derivative dy/dx
  • 1:05:41 Neural Network Demo
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Zugehörige Institution(en) am KIT Institut für Anthropomatik und Robotik (IAR)
Publikationstyp Audio & Video
Publikationsdatum 26.05.2017
Erstellungsdatum 24.05.2017
DOI 10.5445/DIVA/2017-278
Identifikator KITopen-ID: 1000114680
Lizenz KITopen-Lizenz
Serie Kognitive Systeme, Vorlesung, SS 2017
Folge 5
KIT – Die Forschungsuniversität in der Helmholtz-Gemeinschaft
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