05: Kognitive Systeme, Vorlesung, SS 2017, 24.05.2017
- 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
| Zugehörige Institution(en) am KIT | Institut für Anthropomatik und Robotik (IAR) |
| Publikationstyp | Audio & Video |
| Publikationsdatum | 26.05.2017 |
| Erstellungsdatum | 24.05.2017 |
| Sprache | Deutsch |
| DOI | 10.5445/DIVA/2017-278 |
| Identifikator | KITopen-ID: 1000114680 |
| Lizenz | KITopen-Lizenz |
| Serie | Kognitive Systeme, Vorlesung, SS 2017 |
| Folge | 5 |