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Distributed Signal Processing Algorithms for Chronic Neuro-Sensor Networks

Publications

SHYBRID: A graphical tool for generating hybrid ground-truth spiking data for evaluating spike sorting performance

Author(s): Wouters, Jasper; Kloosterman, Fabian; Bertrand, Alexander
Published in: Neuroinformatics, 2020, ISSN 1539-2791
DOI: 10.1101/734061

Stimulus-aware spatial filtering for single-trial neural response and temporal response function estimation in high-density EEG with applications in auditory research

Author(s): Das, Neetha; Vanthornhout, Jonas; Francart, Tom; Bertrand, Alexander
Published in: NeuroImage, Vol 204, Iss , Pp 116211- (2020), 2020, ISSN 1053-8119
DOI: 10.1101/541318

Computationally-efficient absence seizure detection in wearable electroencephalography

Author(s): J. Dan, B. Vandendriessche, W. Van Paesschen, D. Weckhuysen, A. Bertrand
Published in: International Journal of Neural Systems, 2020, ISSN 1793-6462

Linear versus deep learning methods for noisy speech separation for EEG-informed attention decoding

Author(s): N. Das, J. Zegers, H. Van hamme, T. Francart, A. Bertrand
Published in: Journal of Neural Engineering, 2020, ISSN 1741-2560

On the Convexity of Bit Depth Allocation for Linear MMSE Estimation in Wireless Sensor Networks

Author(s): Fernando de la Hucha Arce, Panagiotis Patrinos, Marian Verhelst, Alexander Bertrand
Published in: IEEE Signal Processing Letters, Issue 27, 2020, Page(s) 291-295, ISSN 1070-9908
DOI: 10.1109/lsp.2020.2967592

An Interpretable Performance Metric for Auditory Attention Decoding Algorithms in a Context of Neuro-Steered Gain Control

Author(s): Simon Geirnaert, Tom Francart, Alexander Bertrand
Published in: IEEE Transactions on Neural Systems and Rehabilitation Engineering, Issue 28/1, 2020, Page(s) 307-317, ISSN 1534-4320
DOI: 10.1109/tnsre.2019.2952724

Distributed adaptive node-specific signal estimation in a wireless sensor network with noisy links

Author(s): Fernando de la Hucha Arce, Marc Moonen, Marian Verhelst, Alexander Bertrand
Published in: Signal Processing, Issue 166, 2020, Page(s) 107220, ISSN 0165-1684
DOI: 10.1016/j.sigpro.2019.07.013

Analysis of miniaturization effects and channel selection strategies for EEG sensor networks with application to auditory attention detection

Author(s): Narayanan, Abhijith Mundanad; Bertrand, Alexander
Published in: IEEE Transactions on Biomedical Engineering, Issue 1, 2019, ISSN 1558-2531
DOI: 10.1101/593194

A New Metric to Evaluate Auditory Attention Detection Performance Based on a Markov Chain

Author(s): Simon Geirnaert, Tom Francart, Alexander Bertrand
Published in: 2019 27th European Signal Processing Conference (EUSIPCO), 2019, Page(s) 1-5
DOI: 10.23919/eusipco.2019.8903146

Low-complexity data-driven seizure detection algorithm for home monitoring of patients with epilepsy using wearable EEG

Author(s): J. Dan, B. Vandendriessche, W. Van Paesschen, D. Weckhuysen, and A. Bertrand
Published in: Proc. International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC),, 2019

Distributed Trace Ratio Optimization in Fully-Connected Sensor Networks

Author(s): C. A. Musluoglu, A. Bertrand
Published in: Proc. European Signal Processing Conference (EUSIPCO), Amsterdam, The Netherlands, 2020., 2020

A Neural Network-Based Spike Sorting Feature Map That Resolves Spike Overlap in the Feature Space

Author(s): Jasper Wouters, Fabian Kloosterman, Alexander Bertrand
Published in: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Page(s) 1175-1179
DOI: 10.1109/icassp40776.2020.9053530

Group-Utility Metric for Efficient Sensor Selection and Removal in LCMV Beamformers

Author(s): Abhijith Mundanad Narayanan, Alexander Bertrand
Published in: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2020, Page(s) 4950-4954
DOI: 10.1109/icassp40776.2020.9053467

A linear least squares based estimation of spatial variation of the attenuation coefficient from ultrasound backscatter signals

Author(s): Arun Muraleedharan, Alexander Bertrand, Jan D’hooge
Published in: 2019 International Congress on Ultrasonics, 2020, Page(s) 020016
DOI: 10.1121/2.0001266

A data-driven regularization approach for template matching in spike sorting with high-density neural probes

Author(s): Jasper Wouters, Fabian Kloosterman, Alexander Bertrand
Published in: 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019, Page(s) 4376-4379
DOI: 10.1109/embc.2019.8856930

Datasets

Ultra high-density 255-channel EEG-AAD dataset

Author(s): Mundanad Narayanan, Abhijith; Zink, Rob; Bertrand, Alexander
Published in: Zenodo