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