Courses in Module CS-BWP-AI - Artificial Intelligence


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

8.3415

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

8.3018

Methods of Artifical Intelligence

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

CS-MW - Master elective course
Tue: 12-14

8.3125

Cognitive Human-Computer Interaction

S
WS 2019 Prof. Dr. phil. Kai-Uwe Kühnberger OFFLINE
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
Thu: 18-20

8.3019

Methods of Artifical Intelligence (Seminar)

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

8.3426

Computational Story Generation

S
WS 2019 M. Sc. Leonid Berov OFFLINE
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
Mon: 12-14

8.3421

Artificial Intelligence in Education

S
WS 2019 Dr. phil. Tobias Thelen OFFLINE
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
Fri: 10-12

8.3422

Conversational Agents and Speech Interfaces for Learning

S
WS 2019 Dr. phil. Tobias Thelen OFFLINE
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
Fri: 12-14

8.3420

Computational Creativity Software Project

P
SS 2019 M. Sc. Leonid Berov OFFLINE
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

8.3072

Machine Learning

L
SS 2020 Prof. Dr.-Ing. Gunther Heidemann HYBRID
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

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

8.3433

Machine Learning

P
SS 2020 Ulf Krumnack, Axel Schaffland HYBRID
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

CS-MW - Master elective course
Tue: 14-16

8.3274

Formal Models for Analyzing and Creating Music

S
SS 2020 Prof. Dr. phil. Kai-Uwe Kühnberger HYBRID
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
Fri: 14-16

8.3460

AI in public discourse

S
WS 2020 Dr. phil. Tobias Thelen ONLINE
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
Fri: 10-12

8.3311

Natural Language Processing

S
WS 2020 Lucas Bechberger ONLINE
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

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

8.3372

Bayesian Data Analysis: Advanced Topics

S
SS 2020 Prof. Dr. Michael Franke, Dr. phil. Timo Röttger HYBRID
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
Tue: 16-18
Thu: 14-16

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

8.3461

Recommender Systems for Higher Education

S
WS 2020 Dr. phil. Tobias Thelen ONLINE
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
Fri: 12-14

8.3125

Cognitive Human-Computer Interaction

S
WS 2020 Prof. Dr. phil. Kai-Uwe Kühnberger ONLINE
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
Thu: 18-20

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

8.3072

Machine Learning

L + P
SS 2020 Prof. Dr.-Ing. Gunther Heidemann, Ulf Krumnack, Axel Schaffland HYBRID
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

CS-MW - 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 ONLINE
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
KOGW-WPM-KI - Artificial Intelligence

CS-MW - 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 ONLINE
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
KOGW-WPM-KI - Artificial Intelligence

CS-MW - Master elective course
Tue: 14-16

8.3481

Computational Storytelling and Narratology

S + Interdisciplinary Course (Master)
WS 2020 Dr. Marco Volpe ONLINE
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
Thu: 14-16

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

8.3487

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

8.3072

Machine Learning

L
SS 2021 Prof. Dr.-Ing. Gunther Heidemann, Ulf Krumnack OFFLINE
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

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

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

8.3274

Formal Models for Analyzing and Creating Music

S
SS 2021 Prof. Dr. phil. Kai-Uwe Kühnberger ONLINE
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
Fri: 14-16

8.3498

Knowledge Representation and Reasoning

L
SS 2021 Dr. Marco Volpe ONLINE
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
Thu: 10-12

8.3027

Computational Creativity

S + Interdisciplinary Course (Master)
SS 2021 Dr. Marco Volpe ONLINE
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
Mon: 10-12

8.3433

Machine Learning (Practice)

P
SS 2021 Prof. Dr.-Ing. Gunther Heidemann, Ulf Krumnack ONLINE
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 ONLINE
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
Thu: 14-16

8.3018

Methods of Artificial Intelligence

L
WS 2021 Prof. Dr. phil. Kai-Uwe Kühnberger, Dr. phil. Tobias Thelen, Dr. Marco Volpe ONLINE
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
KOGW-WPM-KI - Artificial Intelligence

CS-MW - Master elective course
Fri: 14-16

8.3019

Methods of Artificial Intelligence (Seminar)

S
WS 2021 Prof. Dr. phil. Kai-Uwe Kühnberger, Dr. phil. Tobias Thelen, Dr. Marco Volpe ONLINE
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-AI - Artificial Intelligence
KOGW-WPM-KI - Artificial Intelligence

CS-MW - Master elective course
Tue: 14-16

8.3125

Cognitive Human-Computer Interaction

S
WS 2021 Prof. Dr. phil. Kai-Uwe Kühnberger ONLINE
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
Thu: 18-20

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

8.3068

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

8.3421

Artificial Intelligence in Education

S
WS 2021 Dr. phil. Tobias Thelen Hybrid
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
Fri: 10-12

8.3481

Computational Storytelling and Narratology

S
WS 2021 Dr. Marco Volpe ONLINE
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
Wed: 16-18

8.3520

Machine Learning in Practice

S
WS 2021 Lucas Bechberger ONLINE
4h/wk
8 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

CS-BW - Bachelor elective course
CS-MW - Master elective course

Machine Learning (Lecture + Pratice)

L + P
SS 2021 Prof. Dr.-Ing. Gunther Heidemann, Ulf Krumnack, Axel Schaffland ONLINE
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

CS-MW - Master elective course

8.3274

Formal Models for Analyzing and Creating Music

S
SS 2022 Prof. Dr. phil. Kai-Uwe Kühnberger OFFLINE
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
Fri: 14-16

8.3072

Machine Learning

L + P
SS 2022 Prof. Dr.-Ing. Gunther Heidemann, Ulf Krumnack OFFLINE
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

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

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

8.3487

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

8.3544

Nature Inspired Algorithms

S
SS 2022 Prof. Dr. phil. Kai-Uwe Kühnberger, Johannes Schrumpf ONLINE
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

CS-BW - Bachelor elective course
CS-MW - Master elective course
Fri: 10-12

8.3546

Advanced NLP

S + P
SS 2022 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:
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

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

8.3470

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

8.3549

Learning about AI

S
WS 2022 Dr. phil. Tobias Thelen Hybrid
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

CS-BW - Bachelor elective course
CS-MW - Master elective course
Fri: 14-16

8.3555

Schreiben im Fremdsprachenunterricht Französisch/Spanisch

S
WS 2022 Dr. phil. Tobias Thelen Hybrid
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

CS-BW - Bachelor elective course
CS-MW - Master elective course
Tue: 14-16

8.3125

Cognitve Human-Computer Interaction

S
WS 2022 Prof. Dr. phil. Kai-Uwe Kühnberger Hybrid
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
Thu: 18-20

8.3018

Methods of Artificial Intelligence

L
WS 2022 Prof. Dr. phil. Kai-Uwe Kühnberger, to be announced NN Hybrid
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
Fri: 14-16

8.3019

Methods of Artificial Intelligence

S
WS 2022 Prof. Dr. phil. Kai-Uwe Kühnberger, to be announced NN Hybrid
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-BW - Bachelor elective course
Thu: 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

8.3068

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