|
Size: 772
Comment:
|
← Revision 8 as of 2022-10-15 14:59:21 ⇥
Size: 869
Comment:
|
| Deletions are marked like this. | Additions are marked like this. |
| Line 8: | Line 8: |
| ||'''Lecture'''|| Mondays, 08:15 - 10:00 in MA 004 || | ||'''First lecture'''|| 24.10.2022 || ||'''Lectures'''|| Mondays, 08:15 - 10:00 in MA 004 || |
| Line 13: | Line 14: |
| || '''ISIS''' || TBD || | || '''ISIS''' || https://isis.tu-berlin.de/course/view.php?id=31539 || |
| Line 20: | Line 21: |
| * Neural networks | * The multilayer perceptron |
| Line 26: | Line 27: |
| * Recurrent neural networks | |
| Line 27: | Line 29: |
| * Recurrent neural networks |
Deep Learning 1
General Information
- Deep Learning 1 is a 6 LP (6 ECTS) credits module.
Lectures period |
17.10.2022-18.02.2023 |
First lecture |
24.10.2022 |
Lectures |
Mondays, 08:15 - 10:00 in MA 004 |
Exercises |
Thursdays, 08:15 - 10:00 in H 2013 |
Trainers |
Grégoire Montavon |
Kristof Schütt |
|
Contact |
|
ISIS |
|
Language |
English |
Topics:
The scheduled topics are:
- The multilayer perceptron
- Error backpropagation
- Optimizing neural networks
- Regularizing neural networks
- Neural networks for classification/regression/etc.
- Convolutional neural networks
- Recurrent neural networks
- Autoencoders
- Explainable AI