Courses in Module CS-BWP-NI - Neuroinformatics


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

8.3047

Neuroinformatics (Lecture + Tutorial)

L
WS 2019 Prof. Dr. Gordon Pipa OFFLINE
6h/wk
12 ECTS
B.Sc modules:
CS-BP-NI - Neuroinformatics
CS-BWP-NI - Neuroinformatics
KOGW-PM-NI - Neuroinformatics
KOGW-WPM-NI - Neuroinformatics

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

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

8.3079

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

8.3398

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

8.3072

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

8.3434

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

8.3047

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

8.3451

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

8.3047

Neuroinformatics (Lecture + Tutorial)

L + T
WS 2020 Prof. Dr. Gordon Pipa ONLINE
6h/wk
12 ECTS
B.Sc modules:
CS-BP-NI - Neuroinformatics
CS-BWP-NI - Neuroinformatics
KOGW-PM-NI - Neuroinformatics
KOGW-WPM-NI - Neuroinformatics

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

8.3415

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

8.3068

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

8.3464

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

8.3436

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

8.3473

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

8.3072

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

8.3304

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

8.3483

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

8.3047

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

8.3072

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

8.3433

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

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

8.3068

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

8.3047

Neuroinformatics (Lecture + Tutorial)

L
WS 2021 Prof. Dr. Gordon Pipa ONLINE
6h/wk
12 ECTS
B.Sc modules:
CS-BP-NI - Neuroinformatics
CS-BWP-NI - Neuroinformatics
KOGW-PM-NI - Neuroinformatics
KOGW-WPM-NI - Neuroinformatics
Thu: 14-16
Fri: 12-14
Fri: 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

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

8.3178

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

8.3072

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

8.3178

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

8.3545

Projects in Deep Computer Vision

Independent Study Course
SS 2022 Axel Schaffland ONLINE
2h/wk
4 ECTS
B.Sc modules:
CS-BWP-NI - Neuroinformatics
M.Sc modules:
CS-MWP-NI - Neuroinformatics

CS-BW - Bachelor elective course
Mon: 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

8.3436

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

8.3545

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

8.3560

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

8.3047

Neuroinformatics (Lecture + Tutorial)

L
WS 2022 Prof. Dr. Gordon Pipa OFFLINE
6h/wk
12 ECTS
B.Sc modules:
CS-BP-NI - Neuroinformatics
CS-BWP-NI - Neuroinformatics
KOGW-PM-NI - Neuroinformatics
KOGW-WPM-NI - Neuroinformatics

CS-BW - Bachelor elective course
CS-MW - Master elective course
Thu: 14-16
Fri: 10-12
Fri: 12-14

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

8.3556

Why We Dream

S
WS 2022 Prof. Dr. Gordon Pipa, 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:
CS-MWP-CNP - Cognitive (Neuro-)Psychology
CS-MWP-NI - Neuroinformatics

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

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