• INI
  • Available Theses & Projects

Available Theses & Projects

Autonomous Robotics

Computational Neuroscience

A project in computational cognitive modeling: the mnemonic-perceptual functions of the hippocampus

We use the top-down approach of abstract modeling to pin down the underlying mechanisms of complex cognitive phenomena, such as recognition memory. Of special interest is the involvement of the hippocampus and the adjacent areas in the medial temporal lobe. We have ongoing projects related to this topic and interested students are welcome to contact us for potential projects. Note that programming skills (primarily Python and Matlab) are necessary to complete a project.

A sensory preprocessing module for an algorithmic model of recognition memory

Two possible models may be integrated to our work to process naturalistic images. The first is a hierarchical model object recognition proposed by Riesenhuber and Poggio (1999). The second approach is to apply deep neural networks (DNN) to extract image features. The goal of this project is to implement these modules, integrate them as input preprocessing modules, and explore their influence on performance.

Optical Imaging Group

Real-Time Computer Vision

Theory of Machine Learning

Theory of Neural Systems

The Institut für Neuroinformatik (INI) is a central research unit of the Ruhr-Universität Bochum. We aim to understand the fundamental principles through which organisms generate behavior and cognition while linked to their environments through sensory systems and while acting in those environments through effector systems. Inspired by our insights into such natural cognitive systems, we seek new solutions to problems of information processing in artificial cognitive systems. We draw from a variety of disciplines that include experimental approaches from psychology and neurophysiology as well as theoretical approaches from physics, mathematics, electrical engineering and applied computer science, in particular machine learning, artificial intelligence, and computer vision.

Universitätsstr. 150, Building NB, Room 3/32
D-44801 Bochum, Germany

Tel: (+49) 234 32-28967
Fax: (+49) 234 32-14210