05: Kognitive Systeme, Vorlesung, SS 2017, 24.05.2017 - a podcast by Karlsruher Institut für Technologie (KIT)

05 |
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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