Modeling Intelligent Dynamical Systems (MINDS)

Department of Computer Science and Electrical Engineering, Jacobs University Bremen

Aims. Find mechanisms of information processing in intelligent agents (animals, humans, robots, software systems). Mechanisms should be robust against noise, cheap and simple and data-efficient.

Premise. Intelligence results from the interaction of many dynamical-computational mechanisms of which only a few have been identified yet: a wide open space for discovery.

Methods. Mathematical modeling and algorithmic techniques imported from machine learning, AI, computational neuroscience, dynamical systems theory. Develop new mathematical languages for cognitive dynamics.  

Applications. Dynamical pattern recognition (speech, text, handwriting), robot motor control, or any other temporally defined tasks. Architectures and algorithms for low-precision stochastic parallel neural microprocessors.

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Adress:
Jacobs University Bremen
Campus Ring
28759 Bremen
Tel.: +49 421 200-3215
Fax: +49 421 200 49 3215
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Contact:

Prof. Dr. Herbert Jaeger
Tel.: +49 421 200-3215
eMail
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