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© Universität Bielefeld
Biological Applications of Advanced Deep Learning Strategies
Literature
- Michael Nielsen, Neural Networks and Deep Learning, http://neuralnetworksanddeeplearning.com
- Ian Goodfellow, Yoshua Bengio, Aaron Courville, Deep Learning, https://www.deeplearningbook.org
- Aston Zhang, Zack C. Lipton, Mu Li, Alex J. Smola, Dive into Deep Learning, https://d2l.ai
Important Links
Time table lecture
| Date | Topic |
| 12.10.2022 | Introduction (slides) |
| 19.10.2022 | Deep Learning (slides) |
| 26.10.2022 | Training (slides) |
| 02.11.2022 | Convolutional Neural Networks I (slides) |
| 09.11.2022 | Convolutional Neural Networks II (slides) |
| 16.11.2022 | Deep NN Architectures I (slides) |
| 23.11.2022 | Deep NN Architectures II (slides) |
| 30.11.2022 | Biological Applications I (slides) |
| 07.12.2022 | Biological Applications II (slides) |
| 14.12.2022 | Biological Applications III / Capsule Networks I (slides) |
| 21.12.2022 | no lecture |
| 28.12.2022 | Christmas Break |
| 04.01.2023 | Christmas Break |
| 11.01.2023 | Capsule Networks II / Attention I (slides) |
| 18.01.2023 | Attention II/Encoder Decoder (slides) |
| 25.01.2023 | Transformers (slides) |
| 01.02.2023 | Exam |
Time table tutorials
| Date | Topic | |
| 19.10.2022 | Upload Exercise 01 | |
| 02.11.2022 | Upload Exercise 02 | Discussion Exercise Sheet 01 |
| 16.11.2022 | Upload Exercise 03 | Discussion Exercise Sheet 02 |
| 30.11.2022 | Upload Exercise 04 | Discussion Exercise Sheet 03 |
| 14.12.2022 | Upload Exercise 05 | Discussion Exercise Sheet 04 |
| 28.12.2022 | Christmas Break | |
| 04.01.2023 | Upload Exercise 06 | Discussion Exercise Sheet 05 |
| 25.01.2023 | Exam preparation | Discussion Exercise Sheet 06 |
| 01.02.2023 | Exam | |
teaching/2022winter/bioadl.txt · Last modified: 2023/01/26 14:59 by dgoebel
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