Biological Applications of Advanced Deep Learning Strategies


392120/392121 Schönhuth / Schlüter Winter 2022/21 Wed 12:15-13:45 (V) U10-146 and Zoom

Literature

Lernraum-Plus
Lecture Recordings

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