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Section: Bilateral Contracts and Grants with Industry
Bilateral Contracts with Industry
In 2018, a CIFRE PhD thesis was launched with the Canadian company Interaxon https://choosemuse.com. This contract supports the PhD thesis of Hubert Banville.
Application Domains
New Results
- Reducing the number of samples in spatiotemporal dMRI acquisition design
- Robust EEG-based cross-site and cross-protocol classification of states of consciousness
- A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series
- Individual Brain Charting, a high-resolution fMRI dataset for cognitive mapping
- Atlases of cognition with large-scale brain mapping
- Celer: a Fast Solver for the Lasso with Dual Extrapolation
- Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals
- Stochastic Subsampling for Factorizing Huge Matrices
- Text to brain: predicting the spatial distribution of neuroimaging observations from text reports
- Similarity encoding for learning with dirty categorical variables
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
Bibliography
Application Domains
New Results
- Reducing the number of samples in spatiotemporal dMRI acquisition design
- Robust EEG-based cross-site and cross-protocol classification of states of consciousness
- A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series
- Individual Brain Charting, a high-resolution fMRI dataset for cognitive mapping
- Atlases of cognition with large-scale brain mapping
- Celer: a Fast Solver for the Lasso with Dual Extrapolation
- Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals
- Stochastic Subsampling for Factorizing Huge Matrices
- Text to brain: predicting the spatial distribution of neuroimaging observations from text reports
- Similarity encoding for learning with dirty categorical variables
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
Bibliography