NATIONAL INSTITUTE OF ASTROPHYSICS, OPTICS AND ELECTRONICS |
Research |
Updated: October 25, 2016 |
I am part of two research labs: “Machine Learning and Pattern Recognition” and “Bio-Signal Modeling and Medical Computing.” I am also part of the research interest groups: “Signal Processing and Computational intelligence” and “Deep Learning”
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CURRENT RESEARCH PROJECTS: |
¨ Algorithms and training schemes for automatic learning using recurrent neural networks, for time series approximation and forecasting. |
¨ Classification of Epilepsy events and other temporal classification problems using Wavelet Neural Networks and multivariate analysis. More… |
¨ Brain computer interfaces (BCI) using multivariate analysis and recurrent neural networks.
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¨ Classification and clustering in medical images by computational intelligence algorithms. |
¨ PRISCUS: Handwritten recognition for manuscript antique transcriptions. |