Courses in Module KOGW-WPM-KI - Artificial Intelligence


8.3018

Methods of Artifical Intelligence

L
WS 2019 Dr. rer. nat. Nico Potyka
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
KOGW-WPM-KI - Artificial Intelligence

Master elective course
Tue: 12-14

8.3125

Cognitive Human-Computer Interaction

S
WS 2019 Prof. Dr. phil. Kai-Uwe Kühnberger
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
KOGW-WPM-KI - Artificial Intelligence
M.Sc modules:
CC-MWP-AI - Artificial Intelligence
CS-MWP-AI - Artificial Intelligence
KOGW-MWPM-KI - Major subject Artificial Intelligence
Thu: 18-20

8.3019

Methods of Artifical Intelligence (Seminar)

S
WS 2019 Prof. Dr. phil. Kai-Uwe Kühnberger, Dr. rer. nat. Nico Potyka
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
KOGW-WPM-KI - Artificial Intelligence

8.3273

Basic methods of probabilistic reasoning

S
WS 2019 Dr. rer. nat. Nico Potyka
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
KOGW-MWPM-KI - Major subject Artificial Intelligence
KOGW-MWPM-NIR - Major subject Neuroinformatics and Robotics
Mon: 14-16

8.3415

Time Series Analysis and Forecasting

S
WS 2019 Dr. rer. nat. Nico Potyka
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
KOGW-MWPM-KI - Major subject Artificial Intelligence
KOGW-MWPM-NIR - Major subject Neuroinformatics and Robotics
Tue: 14-16

8.3426

Computational Story Generation

S
WS 2019 M. Sc. Leonid Berov
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
KOGW-WPM-KI - Artificial Intelligence
M.Sc modules:
CC-MWP-AI - Artificial Intelligence
CS-MWP-AI - Artificial Intelligence
KOGW-MWPM-KI - Major subject Artificial Intelligence
Mon: 12-14

8.3421

Artificial Intelligence in Education

S
WS 2019 Dr. phil. Tobias Thelen
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
KOGW-WPM-KI - Artificial Intelligence
M.Sc modules:
CC-MP-IDC - Interdisciplinary Course
CC-MWP-AI - Artificial Intelligence
CS-MP-IDC - Interdisciplinary Course
CS-MWP-AI - Artificial Intelligence
KOGW-MPM-IDK - Interdisciplinary courses
KOGW-MWPM-KI - Major subject Artificial Intelligence
Fri: 10-12

8.3422

Conversational Agents and Speech Interfaces for Learning

S
WS 2019 Dr. phil. Tobias Thelen
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
CS-BWP-CL - (Computational) Linguistics
KOGW-WPM-CL - Computational Linguistics
KOGW-WPM-KI - Artificial Intelligence
M.Sc modules:
CC-MP-IDC - Interdisciplinary Course
CC-MWP-AI - Artificial Intelligence
CC-MWP-CL - Computational Linguistics
CS-MP-IDC - Interdisciplinary Course
CS-MWP-AI - Artificial Intelligence
CS-MWP-CL - (Computational) Linguistics
KOGW-MPM-IDK - Interdisciplinary courses
KOGW-MWPM-CL - Major subject Linguistics and Computational Linguistics
KOGW-MWPM-KI - Major subject Artificial Intelligence
Fri: 12-14

8.3420

Computational Creativity Software Project

P
SS 2019 M. Sc. Leonid Berov
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
KOGW-WPM-KI - Artificial Intelligence
M.Sc modules:
CC-MWP-AI - Artificial Intelligence
CS-MWP-AI - Artificial Intelligence
KOGW-MWPM-KI - Major subject Artificial Intelligence

8.3072

Machine Learning

L
SS 2020 Prof. Dr.-Ing. Gunther Heidemann
4h/wk
8 ECTS
B.Sc modules:
CS-BP-NI - Neuroinformatics
CS-BWP-AI - Artificial Intelligence
CS-BWP-INF - Informatics
CS-BWP-NI - Neuroinformatics
KOGW-PM-NI - Neuroinformatics
KOGW-WPM-INF - Computer Science
KOGW-WPM-KI - Artificial Intelligence
KOGW-WPM-NI - Neuroinformatics

Master elective course
Wed: 10-12
Thu: 10-12

8.3433

Machine Learning

P
SS 2020 Ulf Krumnack, Axel Schaffland
2h/wk
4 ECTS
B.Sc modules:
CS-BP-NI - Neuroinformatics
CS-BWP-AI - Artificial Intelligence
CS-BWP-INF - Informatics
CS-BWP-NI - Neuroinformatics
KOGW-PM-NI - Neuroinformatics
KOGW-WPM-INF - Computer Science
KOGW-WPM-KI - Artificial Intelligence
KOGW-WPM-NI - Neuroinformatics

Master elective course
Tue: 14-16

8.3274

Formal Models for Analyzing and Creating Music

S
SS 2020 Prof. Dr. phil. Kai-Uwe Kühnberger
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
KOGW-WPM-KI - Artificial Intelligence
M.Sc modules:
CC-MWP-AI - Artificial Intelligence
CS-MWP-AI - Artificial Intelligence
KOGW-MWPM-KI - Major subject Artificial Intelligence
Fri: 14-16

8.3311

Natural Language Processing

S
WS 2020 Lucas Bechberger
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
CS-BWP-CL - (Computational) Linguistics
KOGW-WPM-CL - Computational Linguistics
KOGW-WPM-KI - Artificial Intelligence
M.Sc modules:
CC-MWP-AI - Artificial Intelligence
CC-MWP-CL - Computational Linguistics
CS-MWP-AI - Artificial Intelligence
CS-MWP-CL - (Computational) Linguistics
KOGW-MWPM-CL - Major subject Linguistics and Computational Linguistics
KOGW-MWPM-KI - Major subject Artificial Intelligence

8.3398

Advanced experiment design and programming in Unity

S
SS 2020 Prof. Dr. med. Peter König, M. Sc. Farbod Nosrat Nezami
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
KOGW-MPM-IDK - Interdisciplinary courses
KOGW-MWPM-KI - Major subject Artificial Intelligence
KOGW-MWPM-NIR - Major subject Neuroinformatics and Robotics
KOGW-MWPM-NW - Major subject Neuroscience
Wed: 10-12

8.3372

Bayesian Data Analysis: Advanced Topics

S
SS 2020 Prof. Dr. Michael Franke, Dr. phil. Timo Röttger
4h/wk
8 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
CS-BWP-CNP - Cognitive (Neuro-)Psychology
CS-BWP-MCS - Methods of Cognitive Science
KOGW-WPM-KI - Artificial Intelligence
KOGW-WPM-KNP - Cognitive (Neuro-)Psychology
M.Sc modules:
CC-MWP-AI - Artificial Intelligence
CS-MWP-AI - Artificial Intelligence
CS-MWP-CNP - Cognitive (Neuro-)Psychology
KOGW-MWPM-KI - Major subject Artificial Intelligence
KOGW-MWPM-KNP - Major subject Cognitive (Neuro-)Psychology
Tue: 16-18
Thu: 14-16

8.3434

Deep learning for computer vision

S
SS 2020 Ulf Krumnack, Axel Schaffland
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
KOGW-MPM-IDK - Interdisciplinary courses
KOGW-MWPM-KI - Major subject Artificial Intelligence
KOGW-MWPM-NIR - Major subject Neuroinformatics and Robotics

Bachelor elective course
Master elective course
Doctorate program
Fri: 10-12

8.3460

AI in public discourse

S
WS 2020 Dr. phil. Tobias Thelen
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
KOGW-WPM-KI - Artificial Intelligence
M.Sc modules:
CC-MP-IDC - Interdisciplinary Course
CC-MWP-AI - Artificial Intelligence
CS-MP-IDC - Interdisciplinary Course
CS-MWP-AI - Artificial Intelligence
KOGW-MPM-IDK - Interdisciplinary courses
KOGW-MWPM-KI - Major subject Artificial Intelligence
Fri: 10-12

8.3461

Recommender Systems for Higher Education

S
WS 2020 Dr. phil. Tobias Thelen
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
KOGW-WPM-KI - Artificial Intelligence
M.Sc modules:
CC-MWP-AI - Artificial Intelligence
CS-MWP-AI - Artificial Intelligence
KOGW-MWPM-KI - Major subject Artificial Intelligence
Fri: 12-14

8.3451

Independent study course: Information Theory

Independent Study Course
SS 2020 Ulf Krumnack, Axel Schaffland
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
KOGW-MPM-IDK - Interdisciplinary courses
KOGW-MWPM-KI - Major subject Artificial Intelligence
KOGW-MWPM-NIR - Major subject Neuroinformatics and Robotics
Fri: 8-10

8.3125

Cognitive Human-Computer Interaction

S
WS 2020 Prof. Dr. phil. Kai-Uwe Kühnberger
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
KOGW-WPM-KI - Artificial Intelligence
M.Sc modules:
CC-MWP-AI - Artificial Intelligence
CS-MWP-AI - Artificial Intelligence
KOGW-MWPM-KI - Major subject Artificial Intelligence
Thu: 18-20

8.3072

Machine Learning

L + P
SS 2020 Prof. Dr.-Ing. Gunther Heidemann, Ulf Krumnack, Axel Schaffland
6h/wk
12 ECTS
B.Sc modules:
CS-BP-NI - Neuroinformatics
CS-BWP-AI - Artificial Intelligence
CS-BWP-INF - Informatics
CS-BWP-NI - Neuroinformatics
KOGW-PM-NI - Neuroinformatics
KOGW-WPM-INF - Computer Science
KOGW-WPM-KI - Artificial Intelligence
KOGW-WPM-NI - Neuroinformatics

Master elective course
Tue: 14-16
Wed: 10-12
Thu: 10-12

8.3018

Methods of Artificial Intelligence

L
WS 2020 Prof. Dr. phil. Kai-Uwe Kühnberger, Dr. phil. Tobias Thelen, Dr. Marco Volpe
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
KOGW-WPM-KI - Artificial Intelligence

Master elective course
Fri: 14-16

8.3019

Methods of Artificial Intelligence (Seminar)

S
WS 2020 Prof. Dr. phil. Kai-Uwe Kühnberger, Dr. phil. Tobias Thelen, Dr. Marco Volpe
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
KOGW-WPM-KI - Artificial Intelligence

Master elective course
Tue: 14-16

8.3481

Computational Storytelling and Narratology

S + Interdisciplinary Course (Master)
WS 2020 Dr. Marco Volpe
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
KOGW-WPM-KI - Artificial Intelligence
M.Sc modules:
CC-MP-IDC - Interdisciplinary Course
CC-MWP-AI - Artificial Intelligence
CS-MP-IDC - Interdisciplinary Course
CS-MWP-AI - Artificial Intelligence
KOGW-MPM-IDK - Interdisciplinary courses
KOGW-MWPM-KI - Major subject Artificial Intelligence
Thu: 14-16

8.3483

Application of Deep Learning with Limited Labeled Data

S + P
WS 2020 M.Sc. Justin Shenk
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
KOGW-MWPM-KI - Major subject Artificial Intelligence
KOGW-MWPM-NIR - Major subject Neuroinformatics and Robotics

8.3487

Deep Reinforcement Learning

S
WS 2020 Dr. Elia Bruni
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
KOGW-MWPM-KI - Major subject Artificial Intelligence
KOGW-MWPM-NIR - Major subject Neuroinformatics and Robotics

Doctorate program

8.3072

Machine Learning

L
SS 2021 Prof. Dr.-Ing. Gunther Heidemann, Ulf Krumnack
4h/wk
8 ECTS
B.Sc modules:
CS-BP-NI - Neuroinformatics
CS-BWP-AI - Artificial Intelligence
CS-BWP-INF - Informatics
CS-BWP-NI - Neuroinformatics
KOGW-PM-NI - Neuroinformatics
KOGW-WPM-INF - Computer Science
KOGW-WPM-KI - Artificial Intelligence
KOGW-WPM-NI - Neuroinformatics

Master elective course
Tue: 14-16
Wed: 10-12
Thu: 10-12

8.3398

Advanced experiment design in Unity

S
SS 2021 Farbod Nosrat Nezami
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
KOGW-MPM-IDK - Interdisciplinary courses
KOGW-MWPM-KI - Major subject Artificial Intelligence
KOGW-MWPM-NIR - Major subject Neuroinformatics and Robotics
KOGW-MWPM-NW - Major subject Neuroscience
Wed: 14-16

8.3498

Knowledge Representation and Reasoning

L
SS 2021 Dr. Marco Volpe
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
KOGW-WPM-KI - Artificial Intelligence
M.Sc modules:
CC-MWP-AI - Artificial Intelligence
CS-MWP-AI - Artificial Intelligence
KOGW-MWPM-KI - Major subject Artificial Intelligence
Thu: 10-12

8.3274

Formal Models for Analyzing and Creating Music

S
SS 2021 Prof. Dr. phil. Kai-Uwe Kühnberger
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
KOGW-WPM-KI - Artificial Intelligence
M.Sc modules:
CC-MWP-AI - Artificial Intelligence
CS-MWP-AI - Artificial Intelligence
KOGW-MWPM-KI - Major subject Artificial Intelligence
Fri: 14-16

8.3027

Computational Creativity

S + Interdisciplinary Course (Master)
SS 2021 Dr. Marco Volpe
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
KOGW-WPM-KI - Artificial Intelligence
M.Sc modules:
CC-MP-IDC - Interdisciplinary Course
CC-MWP-AI - Artificial Intelligence
CS-MP-IDC - Interdisciplinary Course
CS-MWP-AI - Artificial Intelligence
KOGW-MPM-IDK - Interdisciplinary courses
KOGW-MWPM-KI - Major subject Artificial Intelligence
Fri: 14-16

8.3433

Machine Learning (Practice)

P
SS 2021 Prof. Dr.-Ing. Gunther Heidemann, Ulf Krumnack
2h/wk
4 ECTS
B.Sc modules:
CS-BP-NI - Neuroinformatics
CS-BWP-AI - Artificial Intelligence
CS-BWP-INF - Informatics
CS-BWP-NI - Neuroinformatics
KOGW-PM-NI - Neuroinformatics
KOGW-WPM-INF - Computer Science
KOGW-WPM-KI - Artificial Intelligence
KOGW-WPM-NI - Neuroinformatics

Computational Storytelling and Narratology

S + Interdisciplinary Course (Master)
WS 2020 Dr. Marco Volpe
2h/wk
6 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
KOGW-WPM-KI - Artificial Intelligence
M.Sc modules:
CC-MP-IDC - Interdisciplinary Course
CC-MWP-AI - Artificial Intelligence
CS-MP-IDC - Interdisciplinary Course
CS-MWP-AI - Artificial Intelligence
KOGW-MPM-IDK - Interdisciplinary courses
KOGW-MWPM-KI - Major subject Artificial Intelligence
Thu: 14-16