Penalized Multi-Way Partial Least Squares for Smooth Trajectory Decoding from Electrocorticographic (ECoG) Recording von Eliseyev, Andrey, Aksenova, Tetiana

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Recursive N-way partial least squares for brain-computer interface von Eliseyev, Andrey, Aksenova, Tetiana

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Unsupervised adaptation of an ECoG based brain–computer interface using neural correlates of task performance von Rouanne, Vincent, Costecalde, Thomas, Benabid, Alim Louis, Aksenova, Tetiana

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Editorial: Sensorimotor decoding: characterization and modeling for rehabilitation and assistive technologies von Pais-Vieira, Miguel, Aksenova, Tetiana, Tsytsarev, Vassiliy, Faber, Jean

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Online adaptive group-wise sparse Penalized Recursive Exponentially Weighted N-way Partial Least Square for epidural intracranial BCI von Moly, Alexandre, Aksenov, Alexandre, Martel, Félix, Aksenova, Tetiana

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Impact of dataset size and long-term ECoG-based BCI usage on deep learning decoders performance von Śliwowski, Maciej, Martin, Matthieu, Souloumiac, Antoine, Blanchart, Pierre, Aksenova, Tetiana

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Space-Time-Frequency Multi-Sensor Analysis for Motor Cortex Localization Using Magnetoencephalography von Auboiroux, Vincent, Larzabal, Christelle, Langar, Lilia, Rohu, Victor, Mishchenko, Ales, Arizumi, Nana, Labyt, Etienne, Benabid, Alim-Louis, Aksenova, Tetiana

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Data-Driven Transducer Design and Identification for Internally-Paced Motor Brain Computer Interfaces: A Review von Schaeffer, Marie-Caroline, Aksenova, Tetiana

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Oscillatory Models for Biological Signal Processing and Pattern Recognition von Aksenova, Tetiana, Ryzhkova, Tatyana V.

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Hand movement decoding from magnetoencephalographic signals for BCI applications von Schaeffer, Marie-Caroline, Labyt, Etienne, Rohu, Victor, Tarrin, Nicolas, Vergara, Ignacio, Cokgungor, Serpil, Eliseyev, Andrey, Charvet, Guillaume, Mestais, Corinne, Benabid, Alim-Louis, Aksenova., Tetiana

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Walking naturally after spinal cord injury using a brain–spine interface von Lorach, Henri, Galvez, Andrea, Spagnolo, Valeria, Martel, Felix, Karakas, Serpil, Intering, Nadine, Vat, Molywan, Faivre, Olivier, Harte, Cathal, Komi, Salif, Ravier, Jimmy, Collin, Thibault, Coquoz, Laure, Sakr, Icare, Baaklini, Edeny, Hernandez-Charpak, Sergio Daniel, Dumont, Gregory, Buschman, Rik, Buse, Nicholas, Denison, Tim, van Nes, Ilse, Asboth, Leonie, Watrin, Anne, Struber, Lucas, Sauter-Starace, Fabien, Langar, Lilia, Auboiroux, Vincent, Carda, Stefano, Chabardes, Stephan, Aksenova, Tetiana, Demesmaeker, Robin, Charvet, Guillaume, Bloch, Jocelyne, Courtine, Grégoire

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An exoskeleton controlled by an epidural wireless brain–machine interface in a tetraplegic patient: a proof-of-concept demonstration von Benabid, Alim Louis, Costecalde, Thomas, Eliseyev, Andrey, Charvet, Guillaume, Verney, Alexandre, Karakas, Serpil, Foerster, Michael, Lambert, Aurélien, Morinière, Boris, Abroug, Neil, Schaeffer, Marie-Caroline, Moly, Alexandre, Sauter-Starace, Fabien, Ratel, David, Moro, Cecile, Torres-Martinez, Napoleon, Langar, Lilia, Oddoux, Manuela, Polosan, Mircea, Pezzani, Stephane, Auboiroux, Vincent, Aksenova, Tetiana, Mestais, Corinne, Chabardes, Stephan

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Decoding ECoG signal into 3D hand translation using deep learning von Śliwowski, Maciej, Martin, Matthieu, Souloumiac, Antoine, Blanchart, Pierre, Aksenova, Tetiana

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An adaptive closed-loop ECoG decoder for long-term and stable bimanual control of an exoskeleton by a tetraplegic von Moly, Alexandre, Costecalde, Thomas, Martel, Félix, Martin, Matthieu, Larzabal, Christelle, Karakas, Serpil, Verney, Alexandre, Charvet, Guillaume, Chabardes, Stephan, Benabid, Alim Louis, Aksenova, Tetiana

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Long-term stability of the chronic epidural wireless recorder WIMAGINE in tetraplegic patients von Larzabal, Christelle, Bonnet, Stéphane, Costecalde, Thomas, Auboiroux, Vincent, Charvet, Guillaume, Chabardes, Stéphan, Aksenova, Tetiana, Sauter-Starace, Fabien

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Deep Learning for ECoG Brain-Computer Interface: End-to-End vs. Hand-Crafted Features von Śliwowski, Maciej, Martin, Matthieu, Souloumiac, Antoine, Blanchart, Pierre, Aksenova, Tetiana

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Recursive Exponentially Weighted N-way Partial Least Squares Regression with Recursive-Validation of Hyper-Parameters in Brain-Computer Interface Applications von Eliseyev, Andrey, Auboiroux, Vincent, Costecalde, Thomas, Langar, Lilia, Charvet, Guillaume, Mestais, Corinne, Aksenova, Tetiana, Benabid, Alim-Louis

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Focal cooling: An alternative treatment for drug‐resistant epilepsy in a mesial temporal lobe epilepsy primate model—A preliminary study von Torres, Napoleon, Montalivet, Etienne, Borntrager, Quentin, Benahmed, Selimen, Legrain, Antoine, Adesso, Eleonora, Aubert, Nicolas, Sauter‐Starace, Fabien, Costecalde, Thomas, Martel, Felix, Ratel, David, Gaude, Christophe, Auboiroux, Vincent, Piallat, Brigitte, Aksenova, Tetiana, Molet, Jenny, Chabardes, Stephan

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Recursive N-Way PLS for the adaptive multisession calibration of ECoG based BCI system von Andrey, Eliseyev, Tetiana, Aksenova

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Switching Markov decoders for asynchronous trajectory reconstruction from ECoG signals in monkeys for BCI applications von Schaeffer, Marie-Caroline, Aksenova, Tetiana

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