13: Kognitive Systeme, Vorlesung, SS 2018, 13.06.2018
Author
Editor
Participating institute
Institut für Anthropomatik und Robotik (IAR)
Genre
Description
- 0:00:00 Starten
- 0:03:56 Perceptron
- 0:06:59 Neural Networks
- 0:08:42 The brain is:
- 0:12:56 Neural Nets
- 0:13:46 Von Neumann Computer - Neural Computation
- 0:16:24 Why Neural Networks
- 0:21:21 Networks of Neurons / Multi-Layer Perceptron
- 0:24:18 Connectionist Units
- 0:31:09 Training the MLP by Error Back-Propagation
- 0:35:06 Backpropagation of Error
- 0:36:36 Derivative dy/dx
- 0:54:26 Neural Network Demo - Binary Classifier for XOR
- 1:05:42 Statistical Interpertation of MLP's
- 1:15:16 Simple Neural Network
- 1:18:09 Exponential Increase in Computing and Memory
- 1:19:09 English Text Copora
Duration (hh:mm:ss)
01:22:30
Series
Kognitive Systeme, Vorlesung, SS 2018
Published on
15.06.2018
Subject area
License
| Resolution | 1280 x 720 Pixel |
| Aspect ratio | 16:9 |
| Audio bitrate | 128000 bps |
| Audio channels | 2 |
| Audio Codec | aac |
| Audio Sample Rate | 48000 Hz |
| Total Bitrate | 934155 bps |
| Color Space | yuv420p |
| Container | mov,mp4,m4a,3gp,3g2,mj2 |
| Media Type | video/mp4 |
| Duration | 4950 s |
| Filename | DIVA-2018-438_hd.mp4 |
| File Size | 578.060.835 byte |
| Frame Rate | 25 |
| Video Bitrate | 800061 bps |
| Video Codec | h264 |
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Kognitive Systeme, Vorlesung, SS 2018
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