Exploration of combining Echo-State Network Learning with Recurrent Neural Network Learning techniques
Biologische Kybernetik, International University Bremen, Bremen, Germany, May 2004 (diplomathesis)
On optimization, parallelization and convergence of the Expectation-Maximization algorithm for finite mixtures of Bernoulli distributions.
Helsinki University of Technology, Helsinki, Finland, August 2003 (techreport)
Our goal is to understand the principles of Perception, Action and Learning in autonomous systems that successfully interact with complex environments and to use this understanding to design future systems
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