Distributed Signal Processing Algorithms for Chronic Neuro-Sensor Networks

Publications

Conference proceedings (7)

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): J. Wouters, F. Kloosterman, and A. Bertrand
Published in: Proc. IEEE International Conference on Acoustics, Speech and Signal processing (ICASSP), Barcelona, Spain, May 2020, 2020

Group-utility metric for efficient sensor selection and removal in LCMV beamformers

Author(s): A. M. Narayanan and A. Bertrand
Published in: Proc. IEEE International Conference on Acoustics, Speech and Signal processing (ICASSP), Barcelona, Spain, May 2020, 2020

A Linear Least Squares Estimation of Spatially Variant Attenuation from Ultrasound Backscatter Signals

Author(s): A. Muraleedharan, A. Bertrand, J. D'hooge
Published in: Proc. International Congress on Ultrasonics, Bruges, Belgium, Sept. 2019, 2019

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

Author(s): J. Wouters, F. Kloosterman, and A. Bertrand
Published in: Proc. International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019, 2019

Peer reviewed articles (5)

Computationally-efficient algorithm for real-time 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