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Neural Networks, Robotics, Evolutionary Algorithms, Neural Science, Cool Stuff

Personal Website of Christian Rempis

Short-Term Memory in Recurrent Neural Networks

Short-term Memory in the Activation Dynamics of Neural Networks

Details on this project will be added soon!

In the meanwhile just check out the corresponding thesis (see below) where all relevant parts are described in full detail! The videos give additional insights into the described approaches. Enjoy!

Decision Making in a T-Maze

Bouncing Back and Forth

Color Memorization (Front)

Color Memorization (Arbitrary)

Distance Memory

Contributors:

Concepts, Neural Networks and Experiments:
- Christian Rempis
Software
- Simba Workbench (Christian Rempis)
Institutes:
- Neurocybernetics Group
  Institute of Cognitive Science
  Osnabrück University
- Fraunhofer IAIS, Sankt Augustin

Related Publications:

C. W. Rempis, “Short-term memory structures in additive recurrent neural networks”. Master's thesis, University of Applied Sciences Bonn-Rhein-Sieg, 2007.
PDF - BibTex

Funding:

DFG Project OUTDOOR: SPP 1125 (Kooperierende Teams mobiler Roboter in Dynamischen Umgebungen)