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Journal of Neural Engineering|July 5, 2021
End-to-end learnable EEG channel selection for deep neural networks with Gumbel-softmaxThomas Strypsteen, Alexander BertrandIEEE Journal of Biomedical and Health Informatics|November 28, 2022
Bandwidth-Efficient Distributed Neural Network Architectures With Application to Neuro-Sensor NetworksThomas Strypsteen, Alexander BertrandIEEE Journal of Biomedical and Health Informatics|March 3, 2025
A Distributed Neural Network Architecture for Dynamic Sensor Selection With Application to Bandwidth-Constrained Body-Sensor NetworksThomas Strypsteen, Alexander BertrandIEEE Transactions on Neural Systems and Rehabilitation Engineering : a Publication of the IEEE Engineering in Medicine and Biology Society|April 8, 2015
Distributed Signal Processing for Wireless EEG Sensor NetworksAlexander BertrandJournal of Neural Engineering|October 15, 2016
Removal of eye blink artifacts in wireless EEG sensor networks using reduced-bandwidth canonical correlation analysisBen Somers, Alexander BertrandIEEE Transactions on Bio-Medical Engineering|April 19, 2019
Analysis of Miniaturization Effects and Channel Selection Strategies for EEG Sensor Networks With Application to Auditory Attention DetectionAbhijith Mundanad Narayanan, Alexander BertrandAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|January 18, 2020
A data-driven regularization approach for template matching in spike sorting with high-density neural probesJasper Wouters, Fabian Kloosterman, Alexander BertrandIEEE Transactions on Bio-Medical Engineering|October 23, 2020
Fast EEG-Based Decoding Of The Directional Focus Of Auditory Attention Using Common Spatial PatternsSimon Geirnaert, Tom Francart, Alexander BertrandJournal of Neural Engineering|September 13, 2018
EEG-based auditory attention detection: boundary conditions for background noise and speaker positionsNeetha Das, Alexander Bertrand, Tom FrancartAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference|November 17, 2018
The effect of miniaturization and galvanic separation of EEG sensor devices in an auditory attention detection taskAbhijith Mundanad Narayanan, And Alexander BertrandPageof 6