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Machine Learning Laboratory
 
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Education

Awards

Kay H. Brodersen received a Trainee Abstract Award at HBM 2012 for his work on 'Model-Based Clustering Using Generative Embedding.' Kay will be giving a talk on his results in Beijing on 12 June.

François Cellier received the McLeod Founder's Award of the Society for Modeling and Simulation International.

Spotlight

spotlight



Computational models of brain connectivity, coupled with machine learning algorithms, make it possible to infer neuronal disease mechanisms from non-invasive functional magnetic resonance imaging (fMRI) data in humans. This illustration shows how dynamic systems models can be used for reducing complex (high-dimensional) brain activity data to a simple (low-dimensional) and mechanistically interpretable representation (Brodersen et al., PLoS Comput. Biol. 2011). Please also see the summary on ETH Life.

Current Semester  -  SS 2012

252-0526-00 Lecture Statistical Learning Theory Details
263-0008-00 Lecture Computational Intelligence Lab Details
252-0055-00 Lecture Informationstheorie Details
252-5101-00
Lecture Numerical Simulation of Dynamic Systems Details
263-5110-00 Lecture
Foundations of Artificial Intelligence Details

Student Projects

If you are interested in doing a project (such as a semster or master thesis) in our group, please have a look at our list of open and completed projects (you need your ETH login). Do not hesitate to contact Alexander Vezhnevets (our thesis coordinator) or Prof. Buhmann if you have questions.

 

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© 2012 ETH Zurich | Imprint | Disclaimer | 21 February 2012
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