Publications

Detection of Epileptogenic Patterns in Thalamic Neurostimulated Signals through Spatial Deep Attention

Martín Robins, Valentina Gigy, R. Mark Richardson, Victoria Peterson

Computational neuroscience (A. Talevi & V. Rosa Cota, Eds.), Springer, 12–22

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Towards subject-centered co-adaptive brain-computer interfaces based on backward optimal transport

Victoria Peterson, Valeria Spagnolo, Catalina María Galván, Nicolás Nieto, Rubén Spies, Diego Humberto Milone

Journal of Neural Engineering, 22(4), 046006

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Deep net detection and onset prediction of electrographic seizure patterns in responsive neurostimulation

Victoria Peterson, Vasileios Kokkinos, Enzo Ferrante, Ashley Walton, Timon Merk, Amir Hadanny, Varun Saravanan, Nathaniel Sisterson, Naoir Zaher, Alexandra Urban, R. Mark Richardson

Epilepsia, 64(8), 2056-2069

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A motor imagery vs. rest dataset with low-cost consumer grade EEG hardware

Victoria Peterson, Catalina Galván, Hugo Hernández, María Paula Saavedra, Ruben Spies

Data in Brief, 6, 108225

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Transfer learning based on optimal transport for motor imagery Brain-Computer Interfaces

Victoria Peterson, Nicolás Nieto, Dominik Wyser, Olivier Lambercy, Roger Gassert, Diego H. Milone, Ruben Spies

IEEE Trans Biomed Eng

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Improving Feature Selection in Riemannian Tangent Space: a New Approach for MI-BCI Detection

Catalina Galván, Hugo Hernández, Ruben Spies, Victoria Peterson

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A feasibility study of a complete low-cost consumer-grade brain-computer interface system

Victoria Peterson, Catalina Galván, Hugo Hernández, Ruben Spies

Heliyon, 6(3), e0342

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Neurophysiologically meaningful motor imagery EEG simulation with applications to data augmentation

Catalina M. Galván, Rubén D. Spies, Diego H. Milone, Victoria Peterson

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