High Performance Computing aspects of Single Particle Machine Learning
The vbSPT program is an existing MATLAB/C implementation of a variational Bayesian treatment of Hidden Markov Models to extract quantitative data from thousands of short single-molecule trajectories. In this work vbSPT is extensively profiled and optimized, including some attempts to parallelize usi...
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| Format: | Others |
| Language: | English |
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Uppsala universitet, Institutionen för informationsteknologi
2015
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| Online Access: | http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-260036 |