| 8.3047 | Neurodynamics |
L + P |
| SS 2020 | Prof. Dr. Gordon Pipa | HYBRID |
|
4h/wk 8 ECTS |
B.Sc modules: CS-BWP-NI - Neuroinformatics KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-NI - Neuroinformatics CS-MWP-NI - Neuroinformatics |
Thu: 16-18
Fri: 12-14 |
| 8.3068 | Computer Vision |
L + P |
| WS 2019 | Prof. Dr.-Ing. Gunther Heidemann, Ulf Krumnack, Axel Schaffland | OFFLINE |
|
6h/wk 12 ECTS |
B.Sc modules: CS-BWP-INF - Informatics CS-BWP-NI - Neuroinformatics KOGW-WPM-INF - Computer Science KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-NI - Neuroinformatics CS-MWP-NI - Neuroinformatics |
Tue: 14-16
Wed: 10-12 Thu: 10-12 |
| 8.3068 | Computer Vision |
L + P |
| WS 2020 | Prof. Dr.-Ing. Gunther Heidemann, Ulf Krumnack, Axel Schaffland | ONLINE |
|
6h/wk 12 ECTS |
B.Sc modules: CS-BWP-INF - Informatics CS-BWP-NI - Neuroinformatics KOGW-WPM-INF - Computer Science KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-NI - Neuroinformatics CS-MWP-NI - Neuroinformatics CS-MW - Master elective course |
Tue: 14-16
Wed: 10-12 Thu: 10-12 |
| 8.3079 | Decoding Neuronal Activity |
S |
| WS 2019 | Prof. Dr. Gordon Pipa | OFFLINE |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-NI - Neuroinformatics CS-BWP-NS - Neuroscience KOGW-WPM-NI - Neuroinformatics KOGW-WPM-NW - Neuroscience M.Sc modules: CC-MP-IDC - Interdisciplinary Course CC-MWP-NI - Neuroinformatics CC-MWP-NS - Neuroscience CS-MP-IDC - Interdisciplinary Course CS-MWP-NI - Neuroinformatics CS-MWP-NS - Neuroscience |
| 8.3263 | Advanced Computer Vision |
S |
| SS 2020 | Prof. Dr.-Ing. Gunther Heidemann | HYBRID |
|
2h/wk 4 ECTS |
M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics |
Thu: 12-14
|
| 8.3273 | Basic methods of probabilistic reasoning |
S |
| WS 2019 | Dr. rer. nat. Nico Potyka | OFFLINE |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-NI - Neuroinformatics KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics |
Mon: 14-16
|
| 8.3288 | Advanced Machine Learning |
S |
| WS 2019 | Prof. Dr.-Ing. Gunther Heidemann | OFFLINE |
|
2h/wk 4 ECTS |
M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics CS-MW - Master elective course |
Thu: 12-14
|
| 8.3288 | Advanced Machine Learning |
S |
| WS 2020 | Prof. Dr.-Ing. Gunther Heidemann | ONLINE |
|
2h/wk 4 ECTS |
M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics |
Thu: 12-14
|
| 8.3304 | Implementing ANNs with TensorFlow |
L |
| WS 2019 | Prof. Dr. Gordon Pipa | OFFLINE |
|
4h/wk 8 ECTS |
B.Sc modules: CS-BWP-NI - Neuroinformatics KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-NI - Neuroinformatics CS-MWP-NI - Neuroinformatics |
Wed: 10-12
Tue: 14-16 |
| 8.3398 | Advanced experiment design and programming in Unity |
S |
| SS 2020 | Prof. Dr. med. Peter König, M. Sc. Farbod Nosrat Nezami | HYBRID |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-MCS - Methods of Cognitive Science CS-BWP-NI - Neuroinformatics CS-BWP-NS - Neuroscience KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics KOGW-WPM-NW - Neuroscience M.Sc modules: CC-MP-IDC - Interdisciplinary Course CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CC-MWP-NS - Neuroscience CS-MP-IDC - Interdisciplinary Course CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics CS-MWP-NS - Neuroscience |
Wed: 10-12
|
| 8.3415 | Time Series Analysis and Forecasting |
S |
| WS 2019 | Dr. rer. nat. Nico Potyka | OFFLINE |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-NI - Neuroinformatics KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics |
Tue: 14-16
|
| 8.3427 | Hackathon 2019 - AI 4 Closed-Loop Control Systems |
Other |
| WS 2019 | Prof. Dr. Gordon Pipa, Prof. Dr.-Ing. Gunther Heidemann, Ulf Krumnack, Pascal Nieters, Axel Schaffland, Dr. rer. nat. Julius Schöning | OFFLINE |
|
1h/wk 2 ECTS |
B.Sc modules: KOGW-WPM-INF - Computer Science M.Sc modules: CC-MWP-NI - Neuroinformatics CS-MWP-NI - Neuroinformatics |
| 8.3434 | Deep learning for computer vision |
S |
| SS 2020 | Ulf Krumnack, Axel Schaffland | HYBRID |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-NI - Neuroinformatics KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MP-IDC - Interdisciplinary Course CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MP-IDC - Interdisciplinary Course CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course CS-MW - Master elective course Doctorate program |
Fri: 10-12
|
| 8.3436 | Introduction to Unity |
S |
| SS 2020 | Prof. Dr. med. Peter König, Farbod Nosrat Nezami, Maximilian Wächter | HYBRID |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-MCS - Methods of Cognitive Science CS-BWP-NI - Neuroinformatics CS-BWP-NS - Neuroscience KOGW-WPM-NI - Neuroinformatics KOGW-WPM-NW - Neuroscience M.Sc modules: CC-MP-IDC - Interdisciplinary Course CC-MWP-NI - Neuroinformatics CC-MWP-NS - Neuroscience CS-MP-IDC - Interdisciplinary Course CS-MWP-NI - Neuroinformatics CS-MWP-NS - Neuroscience |
| 8.3436 | Introduction to Unity |
S |
| WS 2020 | Prof. Dr. med. Peter König, Farbod Nosrat Nezami, Maximilian Wächter | ONLINE |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-MCS - Methods of Cognitive Science CS-BWP-NI - Neuroinformatics CS-BWP-NS - Neuroscience KOGW-WPM-NI - Neuroinformatics KOGW-WPM-NW - Neuroscience M.Sc modules: CC-MP-IDC - Interdisciplinary Course CC-MWP-NI - Neuroinformatics CC-MWP-NS - Neuroscience CS-MP-IDC - Interdisciplinary Course CS-MWP-NI - Neuroinformatics CS-MWP-NS - Neuroscience CS-BW - Bachelor elective course CS-MW - Master elective course |
| 8.3451 | Independent study course: Information Theory |
Independent Study Course |
| SS 2020 | Ulf Krumnack, Axel Schaffland | HYBRID |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-NI - Neuroinformatics KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MP-IDC - Interdisciplinary Course CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MP-IDC - Interdisciplinary Course CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics |
Fri: 8-10
|
| 8.3464 | Face Recognition |
S |
| WS 2020 | Ulf Krumnack | ONLINE |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-NI - Neuroinformatics KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-NI - Neuroinformatics CS-MWP-NI - Neuroinformatics |
Fri: 10-12
|
| 8.3473 | Dyadic Interactions in VR |
S |
| WS 2020 | Prof. Dr. med. Peter König, M. Sc. Farbod Nosrat Nezami | ONLINE |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-CNP - Cognitive (Neuro-)Psychology CS-BWP-MCS - Methods of Cognitive Science CS-BWP-NI - Neuroinformatics CS-BWP-NS - Neuroscience KOGW-WPM-KNP - Cognitive (Neuro-)Psychology KOGW-WPM-NI - Neuroinformatics KOGW-WPM-NW - Neuroscience M.Sc modules: CC-MP-IDC - Interdisciplinary Course CC-MWP-NI - Neuroinformatics CC-MWP-NS - Neuroscience CS-MP-IDC - Interdisciplinary Course CS-MWP-CNP - Cognitive (Neuro-)Psychology CS-MWP-NI - Neuroinformatics CS-MWP-NS - Neuroscience CS-BW - Bachelor elective course CS-MW - Master elective course |
Wed: 10-12
|
| 8.3483 | Application of Deep Learning with Limited Labeled Data |
S + P |
| WS 2020 | M.Sc. Justin Shenk | ONLINE |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-NI - Neuroinformatics KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics |
| 8.3304 | Implementing Artificial Neural Networks with TensorFlow |
L + S |
| WS 2020 | Prof. Dr. Michael Franke | ONLINE |
|
4h/wk 8 ECTS |
B.Sc modules: CS-BWP-NI - Neuroinformatics KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-NI - Neuroinformatics CS-MWP-NI - Neuroinformatics |
| 8.3487 | Deep Reinforcement Learning |
S |
| WS 2020 | Dr. Elia Bruni | ONLINE |
|
4h/wk 8 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-NI - Neuroinformatics KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics Doctorate program |
| 8.3047 | Neurodynamics |
L + P |
| SS 2021 | Prof. Dr. Gordon Pipa | ONLINE |
|
4h/wk 8 ECTS |
B.Sc modules: CS-BWP-NI - Neuroinformatics KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-NI - Neuroinformatics CS-MWP-NI - Neuroinformatics |
Thu: 16-18
Fri: 12-14 |
| 8.3263 | Advanced Computer Vision |
S |
| SS 2021 | Prof. Dr.-Ing. Gunther Heidemann | OFFLINE |
|
2h/wk 4 ECTS |
M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics |
Thu: 12-14
|
| 8.3398 | Advanced experiment design in Unity |
S |
| SS 2021 | Prof. Dr. med. Peter König, Farbod Nosrat Nezami | OFFLINE |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-MCS - Methods of Cognitive Science CS-BWP-NI - Neuroinformatics CS-BWP-NS - Neuroscience KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics KOGW-WPM-NW - Neuroscience M.Sc modules: CC-MP-IDC - Interdisciplinary Course CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CC-MWP-NS - Neuroscience CS-MP-IDC - Interdisciplinary Course CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics CS-MWP-NS - Neuroscience |
Wed: 14-16
|
| 8.3502 | Advanced Topics in Deep Learning |
L |
| SS 2021 | Prof. Dr.-Ing. Gunther Heidemann, Ulf Krumnack, Axel Schaffland, M.Sc. Richter Mats Leon | ONLINE |
|
2h/wk 6 ECTS |
B.Sc modules: CS-BWP-NI - Neuroinformatics KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course CS-MW - Master elective course Doctorate program |
Fri: 10-12
|
| 8.3513 | Selected Topics in Deep Learning |
S |
| WS 2021 | Ulf Krumnack, Axel Schaffland | OFFLINE |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-NI - Neuroinformatics KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-NI - Neuroinformatics CS-MWP-NI - Neuroinformatics |
Fri: 10-12
|
| 8.3514 | Human-Robot Interaction |
S |
| WS 2021 | Prof. Dr. med. Peter König, Farbod Nosrat Nezami, Dr. rer. nat. Julius Schöning, Maximilian Wächter | Hybrid |
|
4h/wk 8 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-CNP - Cognitive (Neuro-)Psychology CS-BWP-INF - Informatics CS-BWP-MCS - Methods of Cognitive Science CS-BWP-NI - Neuroinformatics KOGW-WPM-INF - Computer Science KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-KNP - Cognitive (Neuro-)Psychology KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MP-IDC - Interdisciplinary Course CS-MWP-AI - Artificial Intelligence CS-MWP-CNP - Cognitive (Neuro-)Psychology CS-MWP-NI - Neuroinformatics Doctorate program |
Wed: 14-16
|
| 8.3288 | Advanced Machine Learning |
S |
| WS 2021 | Prof. Dr.-Ing. Gunther Heidemann | ONLINE |
|
2h/wk 4 ECTS |
M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics |
Thu: 12-14
|
| 8.3068 | Computer Vision |
L + P |
| WS 2021 | Prof. Dr.-Ing. Gunther Heidemann, Ulf Krumnack | ONLINE |
|
6h/wk 12 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-INF - Informatics CS-BWP-NI - Neuroinformatics KOGW-WPM-INF - Computer Science KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics CS-MW - Master elective course |
Tue: 14-16
Wed: 10-12 Thu: 10-12 |
| 8.3304 | Implementing Artificial Neural Networks with TensorFlow |
S |
| WS 2021 | Prof. Dr. Gordon Pipa | ONLINE |
|
4h/wk 8 ECTS |
B.Sc modules: CS-BWP-MCS - Methods of Cognitive Science CS-BWP-NI - Neuroinformatics KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-NI - Neuroinformatics CS-MWP-NI - Neuroinformatics |
Thu: 8-12
|
| 8.3178 | Introduction to Sleep and Dreams |
S |
| WS 2021 | Prof. Dr. Gordon Pipa, M. Sc. Katharina Lüth | ONLINE |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-CNP - Cognitive (Neuro-)Psychology CS-BWP-NI - Neuroinformatics KOGW-WPM-KNP - Cognitive (Neuro-)Psychology KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-NI - Neuroinformatics CS-MWP-CNP - Cognitive (Neuro-)Psychology CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course |
Wed: 10-12
|
| 8.3047 | Neurodynamics |
L + P |
| SS 2022 | Prof. Dr. Gordon Pipa | OFFLINE |
|
4h/wk 8 ECTS |
B.Sc modules: CS-BWP-NI - Neuroinformatics KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-NI - Neuroinformatics CS-MWP-NI - Neuroinformatics |
Thu: 16-18
Fri: 12-14 |
| 8.3263 | Advanced Computer Vision |
S |
| SS 2022 | Prof. Dr.-Ing. Gunther Heidemann | OFFLINE |
|
2h/wk 4 ECTS |
M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics |
Thu: 12-14
|
| 8.3470 | Deep learning for natural language processing |
S |
| WS 2021 | Dr. Elia Bruni | ONLINE |
|
4h/wk 8 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-CL - (Computational) Linguistics CS-BWP-NI - Neuroinformatics KOGW-WPM-CL - Computational Linguistics KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-CL - Computational Linguistics CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-CL - (Computational) Linguistics CS-MWP-NI - Neuroinformatics |
Tue: 14-16
Wed: 10-12 |
| 8.3178 | Introduction to Sleep and Dreams |
S |
| SS 2022 | Prof. Dr. Gordon Pipa, M. Sc. Katharina Lüth | OFFLINE |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-CNP - Cognitive (Neuro-)Psychology CS-BWP-NI - Neuroinformatics KOGW-WPM-KNP - Cognitive (Neuro-)Psychology KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-NI - Neuroinformatics CS-MWP-CNP - Cognitive (Neuro-)Psychology CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course |
Wed: 10-12
|
| 8.3487 | Deep Reinforcement Learning |
S |
| SS 2022 | Prof. Dr. Gordon Pipa, Dr. Elia Bruni | Hybrid |
|
4h/wk 8 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-MCS - Methods of Cognitive Science CS-BWP-NI - Neuroinformatics KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course Doctorate program |
| 8.3436 | Introduction to Unity |
S |
| SS 2022 | Prof. Dr. med. Peter König, Lisa Golla, Jule Bufler | ONLINE |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-MCS - Methods of Cognitive Science CS-BWP-NI - Neuroinformatics CS-BWP-NS - Neuroscience KOGW-WPM-NI - Neuroinformatics KOGW-WPM-NW - Neuroscience M.Sc modules: CC-MP-IDC - Interdisciplinary Course CC-MWP-NI - Neuroinformatics CC-MWP-NS - Neuroscience CS-MP-IDC - Interdisciplinary Course CS-MWP-NI - Neuroinformatics CS-MWP-NS - Neuroscience CS-BW - Bachelor elective course CS-MW - Master elective course |
| 8.3562 | Machine Learning in Cognitive Computational Neuroscience |
L + S + Interdisciplinary Course (Master) |
| WS 2022 | Prof. Dr. rer. nat. Tim Christian Kietzmann | Hybrid |
|
4h/wk 8 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-MCS - Methods of Cognitive Science CS-BWP-NI - Neuroinformatics KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MP-IDC - Interdisciplinary Course CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MP-IDC - Interdisciplinary Course CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course CS-MW - Master elective course Doctorate program |
Wed: 10-12
Mon: 10-12 |
| 8.3560 | Deep Learning for Audio Processing |
S |
| WS 2022 | Ulf Krumnack, Axel Schaffland | OFFLINE |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-NI - Neuroinformatics KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-NI - Neuroinformatics CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course |
Tue: 10-12
|
| 8.3470 | Deep learning for natural language processing |
S |
| WS 2022 | Dr. Elia Bruni | Hybrid |
|
4h/wk 8 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-CL - (Computational) Linguistics CS-BWP-NI - Neuroinformatics KOGW-WPM-CL - Computational Linguistics KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-CL - Computational Linguistics CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-CL - (Computational) Linguistics CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course CS-MW - Master elective course Doctorate program |
Mon: 14-16
Tue: 10-12 |
| 8.3564 | Robustness and generalisation in natural language processing |
S |
| WS 2022 | Dr. Elia Bruni | Hybrid |
|
4h/wk 8 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-CL - (Computational) Linguistics CS-BWP-NI - Neuroinformatics KOGW-WPM-CL - Computational Linguistics KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-CL - Computational Linguistics CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-CL - (Computational) Linguistics CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course CS-MW - Master elective course Doctorate program |
Mon: 16-18
Tue: 14-16 |
| 8.3304 | Implementing Artificial Neural Networks with TensorFlow |
S |
| WS 2022 | Dr. Elia Bruni, Prof. Dr. rer. nat. Tim Christian Kietzmann | Hybrid |
|
4h/wk 8 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-MCS - Methods of Cognitive Science CS-BWP-NI - Neuroinformatics KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course |
| 8.3288 | Advanced Machine Learning |
S |
| WS 2022 | Prof. Dr.-Ing. Gunther Heidemann | OFFLINE |
|
2h/wk 4 ECTS |
M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics |
Thu: 12-14
|
| 8.3068 | Computer Vision |
L + P |
| WS 2022 | Prof. Dr.-Ing. Gunther Heidemann, Ulf Krumnack | OFFLINE |
|
6h/wk 12 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-INF - Informatics CS-BWP-NI - Neuroinformatics KOGW-WPM-INF - Computer Science KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course CS-MW - Master elective course |
Tue: 14-16
Wed: 10-12 Thu: 10-12 |
| 8.3545 | Projects in Deep Computer Vision |
Independent Study Course |
| WS 2022 | Ulf Krumnack, Axel Schaffland | OFFLINE |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-NI - Neuroinformatics KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-NI - Neuroinformatics CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course |
| 8.3574 | From Polysomnography to Dream Engineering |
L + T + Interdisciplinary Course (Master) |
| WS 2022 | Dr. rer. nat. Kristoffer Appel | Hybrid |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-CNP - Cognitive (Neuro-)Psychology CS-BWP-NI - Neuroinformatics CS-BWP-NS - Neuroscience KOGW-WPM-KNP - Cognitive (Neuro-)Psychology KOGW-WPM-NI - Neuroinformatics KOGW-WPM-NW - Neuroscience M.Sc modules: CC-MP-IDC - Interdisciplinary Course CC-MWP-NI - Neuroinformatics CC-MWP-NS - Neuroscience CS-MP-IDC - Interdisciplinary Course CS-MWP-CNP - Cognitive (Neuro-)Psychology CS-MWP-NI - Neuroinformatics CS-MWP-NS - Neuroscience |
Fri: 14-18
Sat: 9-17 Sun: 9-17 |
| 8.3580 | Neuromorphic Computing |
L + T + Interdisciplinary Course (Master) |
| WS 2022 | Dr. Daniel Brunner | Hybrid |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-CNP - Cognitive (Neuro-)Psychology CS-BWP-NI - Neuroinformatics CS-BWP-NS - Neuroscience KOGW-WPM-KNP - Cognitive (Neuro-)Psychology KOGW-WPM-NI - Neuroinformatics KOGW-WPM-NW - Neuroscience M.Sc modules: CC-MP-IDC - Interdisciplinary Course CC-MWP-NI - Neuroinformatics CC-MWP-NS - Neuroscience CS-MP-IDC - Interdisciplinary Course CS-MWP-CNP - Cognitive (Neuro-)Psychology CS-MWP-NI - Neuroinformatics CS-MWP-NS - Neuroscience CS-BW - Bachelor elective course CS-MW - Master elective course |
| 8.3581 | How does a quantum computer work? |
L + T + Interdisciplinary Course (Master) |
| WS 2022 | Prof. Dr. Peter Rabl | Hybrid |
|
4h/wk 8 ECTS |
B.Sc modules: CS-BWP-CNP - Cognitive (Neuro-)Psychology CS-BWP-NI - Neuroinformatics CS-BWP-NS - Neuroscience M.Sc modules: CC-MP-IDC - Interdisciplinary Course CC-MWP-NI - Neuroinformatics CC-MWP-NS - Neuroscience CS-MP-IDC - Interdisciplinary Course CS-MWP-CNP - Cognitive (Neuro-)Psychology CS-MWP-NI - Neuroinformatics CS-MWP-NS - Neuroscience CS-BW - Bachelor elective course CS-MW - Master elective course |
| 8.3590 | Deep Learning for Image Generation |
S |
| SS 2023 | Ulf Krumnack | OFFLINE |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-NI - Neuroinformatics KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-NI - Neuroinformatics CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course CS-MW - Master elective course |
Tue: 10-12
|
| 8.3592 | Reading group at the intersection of neuroscience and machine learning |
S |
| SS 2023 | Prof. Dr. rer. nat. Tim Christian Kietzmann, Dr. rer. nat. Sushrut Thorat | OFFLINE |
|
2h/wk 4 ECTS |
M.Sc modules: CC-MP-IDC - Interdisciplinary Course CC-MW - Distinguishing elective courses CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CC-MWP-NS - Neuroscience CS-MP-IDC - Interdisciplinary Course CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics CS-MWP-NS - Neuroscience CS-MW - Master elective course Doctorate program |
Thu: 14-16
|
| 8.3593 | Projects at the intersection of neuroscience and machine learning |
Independent Study Course |
| SS 2023 | Prof. Dr. rer. nat. Tim Christian Kietzmann, Dr. rer. nat. Sushrut Thorat | OFFLINE |
|
4h/wk 8 ECTS |
M.Sc modules: CC-MP-IDC - Interdisciplinary Course CC-MW - Distinguishing elective courses CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CC-MWP-NS - Neuroscience CS-MP-IDC - Interdisciplinary Course CS-MWP-AI - Artificial Intelligence CS-MWP-CNP - Cognitive (Neuro-)Psychology CS-MWP-NI - Neuroinformatics CS-MWP-NS - Neuroscience CS-MW - Master elective course |
Tue: 14-16
|
| 8.3436 | Introduction to Unity |
S |
| SS 2023 | Prof. Dr. med. Peter König, Lisa Golla, Jule Bufler | OFFLINE |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-MCS - Methods of Cognitive Science CS-BWP-NI - Neuroinformatics CS-BWP-NS - Neuroscience KOGW-WPM-NI - Neuroinformatics KOGW-WPM-NW - Neuroscience M.Sc modules: CC-MP-IDC - Interdisciplinary Course CC-MWP-NI - Neuroinformatics CC-MWP-NS - Neuroscience CS-MP-IDC - Interdisciplinary Course CS-MWP-NI - Neuroinformatics CS-MWP-NS - Neuroscience CS-BW - Bachelor elective course CS-MW - Master elective course |
| 8.3047 | Neurodynamics |
L + P |
| SS 2023 | to be announced NN | OFFLINE |
|
4h/wk 8 ECTS |
B.Sc modules: CS-BWP-NI - Neuroinformatics KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-NI - Neuroinformatics CS-MWP-NI - Neuroinformatics |
| 8.3609 | What do single neurons compute? |
S |
| SS 2023 | to be announced NN | OFFLINE |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-NI - Neuroinformatics KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-NI - Neuroinformatics CS-MWP-NI - Neuroinformatics |
| 8.3487 | Deep Reinforcement Learning |
S |
| SS 2023 | Dr. Elia Bruni | Hybrid |
|
4h/wk 8 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-MCS - Methods of Cognitive Science CS-BWP-NI - Neuroinformatics KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course CS-MW - Master elective course |
Mon: 12-16
|
| 8.3610 | Microcosm.ai — research in the field of emergence in multi-agent systems with reinforcement learning |
S |
| SS 2023 | Dr. Elia Bruni, Julius Mayer | OFFLINE |
|
2h/wk 4 ECTS |
M.Sc modules: CC-MWP-CL - Computational Linguistics CC-MWP-NI - Neuroinformatics CS-MWP-CL - (Computational) Linguistics CS-MWP-NI - Neuroinformatics CS-MW - Master elective course Doctorate program |
Wed: 10-12
|
| i6.108 | Geometry of tensor decompostions |
S |
| SS 2023 | Prof. Dr. Paul Breiding, Dr. Pierpaola Santarsiero | OFFLINE |
|
2h/wk 3 ECTS |
B.Sc modules: CS-BWP-NI - Neuroinformatics KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-NI - Neuroinformatics CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course CS-MW - Master elective course |
Wed: 14-16
|
| 8.3562 | Machine Learning in Cognitive Computational Neuroscience |
L + S + Interdisciplinary Course (Master) |
| WS 2023 | Prof. Dr. rer. nat. Tim Christian Kietzmann, Dr. rer. nat. Sushrut Thorat | Hybrid |
|
4h/wk 8 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-MCS - Methods of Cognitive Science CS-BWP-NI - Neuroinformatics KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MP-IDC - Interdisciplinary Course CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MP-IDC - Interdisciplinary Course CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course |
Wed: 10-12
Tue: 10-12 |
| 8.3068 | Computer Vision |
L + P |
| WS 2023 | Prof. Dr.-Ing. Gunther Heidemann, Ulf Krumnack | OFFLINE |
|
6h/wk 12 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-INF - Informatics CS-BWP-NI - Neuroinformatics KOGW-WPM-INF - Computer Science KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course CS-MW - Master elective course |
Wed: 10-12
Thu: 10-12 Tue: 14-16 |
| 8.3288 | Advanced Machine Learning |
S |
| WS 2023 | Prof. Dr.-Ing. Gunther Heidemann | OFFLINE |
|
2h/wk 4 ECTS |
M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics |
Thu: 12-14
|
| 8.3470 | Deep learning for natural language processing |
L |
| WS 2023 | Dr. Elia Bruni | Hybrid |
|
4h/wk 8 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-CL - (Computational) Linguistics CS-BWP-NI - Neuroinformatics KOGW-WPM-CL - Computational Linguistics KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-CL - Computational Linguistics CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-CL - (Computational) Linguistics CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course CS-MW - Master elective course Doctorate program |
Tue: 12-14
Wed: 8-10 |
| 8.3304 | Implementing Artificial Neural Networks with TensorFlow |
T |
| WS 2023 | Dr. Elia Bruni | Hybrid |
|
4h/wk 8 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-MCS - Methods of Cognitive Science CS-BWP-NI - Neuroinformatics KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course |
Mon: 14-16
Wed: 12-14 Wed: 14-16 |
| 8.3610 | Microcosm.ai — research in the field of emergence in multi-agent systems with reinforcement - Part 2 |
S |
| WS 2023 | Dr. Elia Bruni, Julius Mayer | OFFLINE |
|
2h/wk 4 ECTS |
M.Sc modules: CC-MWP-CL - Computational Linguistics CC-MWP-NI - Neuroinformatics CS-MWP-CL - (Computational) Linguistics CS-MWP-NI - Neuroinformatics CS-MW - Master elective course Doctorate program |
Wed: 10-12
|
| 8.3121 | Deep Representation Learning |
S |
| WS 2023 | Ulf Krumnack, to be announced NN | OFFLINE |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-NI - Neuroinformatics KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-NI - Neuroinformatics CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course CS-MW - Master elective course |
Tue: 10-12
|
| 8.3122 | Reading Club: The Principles of Deep Learning Theory |
Independent Study Course |
| WS 2023 | Ulf Krumnack, Nohayr Muhammad Abdelmoneim | OFFLINE |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-NI - Neuroinformatics KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course CS-MW - Master elective course |
Fri: 10-12
|
| 8.3456 | Advanced NLP |
S |
| WS 2023 | Dr. Elia Bruni | OFFLINE |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-AI - Artificial Intelligence CS-BWP-CL - (Computational) Linguistics CS-BWP-MCS - Methods of Cognitive Science CS-BWP-NI - Neuroinformatics KOGW-WPM-CL - Computational Linguistics KOGW-WPM-KI - Artificial Intelligence KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-CL - Computational Linguistics CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-CL - (Computational) Linguistics CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course CS-MW - Master elective course |
| 8.3126 | Introduction to Sleep and Dreams |
S |
| WS 2023 | Prof. Dr. Gordon Pipa, M.Sc. Katharina Lüth, Fariburz Irani | OFFLINE |
|
2h/wk 4 ECTS |
B.Sc modules: CS-BWP-CNP - Cognitive (Neuro-)Psychology CS-BWP-NI - Neuroinformatics KOGW-WPM-KNP - Cognitive (Neuro-)Psychology KOGW-WPM-NI - Neuroinformatics M.Sc modules: CC-MWP-NI - Neuroinformatics CS-MWP-CNP - Cognitive (Neuro-)Psychology CS-MWP-NI - Neuroinformatics CS-BW - Bachelor elective course CS-MW - Master elective course |
| 8.3130 | Auditory Display |
S |
| WS 2023 | Prof. Dr.-Ing. Gunther Heidemann | OFFLINE |
|
2h/wk 4 ECTS |
M.Sc modules: CC-MWP-AI - Artificial Intelligence CC-MWP-NI - Neuroinformatics CS-MWP-AI - Artificial Intelligence CS-MWP-NI - Neuroinformatics |
Tue: 14-16
|