Partners: University of Coimbra, Portugal
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Expertise & Current Research Activities
- Pattern Recognition and Machine Learning methods and their Application in several areas
- Parallel Implementation of Machine Learning Algorithms in Graphics Processing Units (GPU)
- Programming tools for soft–computing methods like data mining, pattern recognition, classification, clustering, function approximation, modelling with prediction, including paradigms of Neural Networks and Support Vector Machines
- Graphics Processing Unit Nvidia Tesla for parallel computing in CUDA language
- GPUMLib is an open source Graphic Processing Unit Machine Learning Library. This library aims to provide machine learning researchers and practitioners with a high performance library by taking advantage of the GPU enormous computational power. The library is developed in C++ and CUDA.
(http://gpumlib.sourceforge.net/)
| RIBEIRO Bernardete Lab.: CISUC – Computation Adaptive Group Org.: University of Coimbra Country: Portugal Tel. +351 239 790 087 - Fax +351 239 701 266 e-Mail bribeiro@dei.uc.pt Web https://www.cisuc.uc.pt/people/show/2020
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