Publications of Silvia Chiappa
2007
| Bayesian Factorial Linear Gaussian State-Space Models for Biosignal Decomposition, and , in: IEEE Signal Processing Letters, 2007 |
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2006
| Analysis and Classification of EEG Signals using Probabilistic Models for Brain Computer Interfaces, , École Polytechnique Fédérale de Lausanne, 2006 |
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| Analysis and Classification of EEG Signals using Probabilistic Models for Brain Computer Interfaces, , Idiap-RR-48-2006 |
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| EEG Classification using Generative Independent Component Analysis, and , in: Neurocomputing, 2006 |
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| Unified Inference for Variational Bayesian Linear Gaussian State-Space Models, and , in: NIPS, 2006 |
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| Unified Inference for Variational Bayesian Linear Gaussian State-Space Models, and , Idiap-RR-50-2006 |
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2005
| Bayesian Factorial Linear Gaussian State-Space Models for Biosignal Decomposition, and , Idiap-RR-84-2005 |
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| Generative Independent Component Analysis for EEG Classification, and , in: European Symposium on Artificial Neural Networks ESANN, 2005 |
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| Generative Temporal ICA for Classification in Asynchronous BCI Systems, and , Idiap-RR-08-2005 |
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| Generative Temporal ICA for Classification in Asynchronous BCI Systems, and , in: The 2nd International IEEE EMBS Conference On Neural Engineering, 2005 |
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2004
| EEG Classification using Generative Independent Component Analysis, and , Idiap-RR-77-2004 |
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| HMM and IOHMM Modeling of EEG Rhythms for Asynchronous BCI Systems, and , in: European Symposium on Artificial Neural Networks ESANN, 2004 |
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| Sequence Classification with Input-Output Hidden Markov Models, and , Idiap-RR-13-2004 |
2003
| EEG-based BCI Systems and IDIAP EEG Database, and , Idiap-RR-64-2003 |
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| HMM and IOHMM Modeling of EEG Rhythms for Asynchronous BCI Systems, and , Idiap-RR-49-2003 |
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| Nonlinear Analysis of Cognitive and Motor-related EEG Signals, and , Idiap-RR-14-2003 |
| Studying Phase Synchrony for Classification of Mental Tasks in Brain Machine Interfaces, , , and , in: Proceedings of the Conference of the International Society for Brain Electromagnetic Topography, 2003 |
2002
| Evolution of the Mental States Operating a Brain-Computer Interface, , , and , in: Proceedings of the International Federation for Medical and Biological Engineering, 2002 |
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