Alexander Bertrand
Orcid: 0000-0002-4827-8568
According to our database1,
Alexander Bertrand
authored at least 133 papers
between 2008 and 2024.
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Bibliography
2024
Change Point Detection in Multi-Channel Time Series via a Time-Invariant Representation.
IEEE Trans. Knowl. Data Eng., December, 2024
IEEE Trans. Biomed. Eng., August, 2024
A Distributed Adaptive Algorithm for Non-Smooth Spatial Filtering Problems in Wireless Sensor Networks.
IEEE Trans. Signal Process., 2024
Data Min. Knowl. Discov., 2024
Data Min. Knowl. Discov., 2024
Conditional Gumbel-Softmax for constrained feature selection with application to node selection in wireless sensor networks.
CoRR, 2024
Probabilistic Gain Control in a Multi-Speaker Setting Using EEG-Based Auditory Attention Decoding.
Proceedings of the 32nd European Signal Processing Conference, 2024
A Multi-View Extension for Change Point Detection via Time-Invariant Representations.
Proceedings of the 32nd European Signal Processing Conference, 2024
2023
Bandwidth-Efficient Distributed Neural Network Architectures With Application to Neuro-Sensor Networks.
IEEE J. Biomed. Health Informatics, February, 2023
A Unified Algorithmic Framework for Distributed Adaptive Signal and Feature Fusion Problems - Part II: Convergence Properties.
IEEE Trans. Signal Process., 2023
A Unified Algorithmic Framework for Distributed Adaptive Signal and Feature Fusion Problems - Part I: Algorithm Derivation.
IEEE Trans. Signal Process., 2023
IEEE Signal Process. Lett., 2023
Minimally Informed Linear Discriminant Analysis: training an LDA model with unlabelled data.
CoRR, 2023
A distributed neural network architecture for dynamic sensor selection with application to bandwidth-constrained body-sensor networks.
CoRR, 2023
Neural Source Coding For Bandwidth-Efficient Brain-Computer Interfacing With Wireless Neuro-Sensor Networks.
Proceedings of the IEEE International Conference on Acoustics, 2023
A Computationally Efficient Algorithm for Distributed Adaptive Signal Fusion Based on Fractional Programs.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Unbiased Unsupervised Stimulus Reconstruction for EEG-Based Auditory Attention Decoding.
Proceedings of the IEEE International Conference on Acoustics, 2023
A Distributed Adaptive Algorithm for Node-Specific Signal Fusion Problems in Wireless Sensor Networks.
Proceedings of the 31st European Signal Processing Conference, 2023
Stimulus-Informed Generalized Canonical Correlation Analysis of Stimulus-Following Brain Responses.
Proceedings of the 31st European Signal Processing Conference, 2023
2022
IEEE Trans. Signal Process., 2022
Time-Adaptive Unsupervised Auditory Attention Decoding Using EEG-Based Stimulus Reconstruction.
IEEE J. Biomed. Health Informatics, 2022
IEEE Trans. Biomed. Eng., 2022
Signal Process., 2022
Bandwidth-efficient distributed neural network architectures with application to body sensor networks.
CoRR, 2022
Improved Tracking for Distributed Signal Fusion Optimization in a Fully-Connected Wireless Sensor Network.
Proceedings of the 30th European Signal Processing Conference, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
Windowed State Space Filters for Peak Interference Suppression in Neural Spike Sorting.
Proceedings of the 30th European Signal Processing Conference, 2022
Proceedings of the Discovery Science - 25th International Conference, 2022
2021
Change Point Detection in Time Series Data Using Autoencoders With a Time-Invariant Representation.
IEEE Trans. Signal Process., 2021
IEEE Trans. Signal Process., 2021
IEEE J. Biomed. Health Informatics, 2021
Fast EEG-Based Decoding Of The Directional Focus Of Auditory Attention Using Common Spatial Patterns.
IEEE Trans. Biomed. Eng., 2021
Electroencephalography-Based Auditory Attention Decoding: Toward Neurosteered Hearing Devices.
IEEE Signal Process. Mag., 2021
SHYBRID: A Graphical Tool for Generating Hybrid Ground-Truth Spiking Data for Evaluating Spike Sorting Performance.
Neuroinformatics, 2021
Riemannian Geometry-Based Decoding of the Directional Focus of Auditory Attention Using EEG.
Proceedings of the IEEE International Conference on Acoustics, 2021
Distributed MAXVAR: Identifying Common Signal Components across the Nodes of a Sensor Network.
Proceedings of the 29th European Signal Processing Conference, 2021
2020
Multi-Pattern Recognition Through Maximization of Signal-to-Peak-Interference Ratio With Application to Neural Spike Sorting.
IEEE Trans. Signal Process., 2020
Analysis of Miniaturization Effects and Channel Selection Strategies for EEG Sensor Networks With Application to Auditory Attention Detection.
IEEE Trans. Biomed. Eng., 2020
On the Convexity of Bit Depth Allocation for Linear MMSE Estimation in Wireless Sensor Networks.
IEEE Signal Process. Lett., 2020
Distributed adaptive node-specific signal estimation in a wireless sensor network with noisy links.
Signal Process., 2020
Stimulus-aware spatial filtering for single-trial neural response and temporal response function estimation in high-density EEG with applications in auditory research.
NeuroImage, 2020
Computationally-Efficient Algorithm for Real-Time Absence Seizure Detection in Wearable Electroencephalography.
Int. J. Neural Syst., 2020
A Neural Network-Based Spike Sorting Feature Map That Resolves Spike Overlap in the Feature Space.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
2019
Signal-to-peak-interference ratio maximization with automatic interference weighting for threshold-based spike sorting of high-density neural probe data.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
A New Metric to Evaluate Auditory Attention Detection Performance Based on a Markov Chain.
Proceedings of the 27th European Signal Processing Conference, 2019
A data-driven regularization approach for template matching in spike sorting with high-density neural probes.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Utility Metrics for Assessment and Subset Selection of Input Variables for Linear Estimation [Tips & Tricks].
IEEE Signal Process. Mag., 2018
Data-Driven Multi-Channel Filter Design with Peak-Interference Suppression for Threshold-Based Spike Sorting in High-Density Neural Probes.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
The effect of miniaturization and galvanic separation of EEG sensor devices in an auditory attention detection task.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
Adaptive Quantization for Multichannel Wiener Filter-Based Speech Enhancement in Wireless Acoustic Sensor Networks.
Wirel. Commun. Mob. Comput., 2017
Comments on "Distributed Identification of the Most Critical Node for Average Consensus".
IEEE Trans. Signal Process., 2017
Topology-Independent Distributed Adaptive Node-Specific Signal Estimation in Wireless Sensor Networks.
IEEE Trans. Signal Inf. Process. over Networks, 2017
EEG-Informed Attended Speaker Extraction From Recorded Speech Mixtures With Application in Neuro-Steered Hearing Prostheses.
IEEE Trans. Biomed. Eng., 2017
Blind Sampling Rate Offset Estimation for Wireless Acoustic Sensor Networks Through Weighted Least-Squares Coherence Drift Estimation.
IEEE ACM Trans. Audio Speech Lang. Process., 2017
Heterogeneous and Multitask Wireless Sensor Networks - Algorithms, Applications, and Challenges.
IEEE J. Sel. Top. Signal Process., 2017
Multi-Task Wireless Sensor Network for Joint Distributed Node-Specific Signal Enhancement, LCMV Beamforming and DOA Estimation.
IEEE J. Sel. Top. Signal Process., 2017
IEEE Commun. Mag., 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
EEG-based attention-driven speech enhancement for noisy speech mixtures using N-fold multi-channel Wiener filters.
Proceedings of the 25th European Signal Processing Conference, 2017
Blind parallel interrogation of ultrasonic neural dust motes based on canonical polyadic decomposition: A simulation study.
Proceedings of the 25th European Signal Processing Conference, 2017
2016
GEVD-Based Low-Rank Approximation for Distributed Adaptive Node-Specific Signal Estimation in Wireless Sensor Networks.
IEEE Trans. Signal Process., 2016
Binaural Noise Cue Preservation in a Binaural Noise Reduction System With a Remote Microphone Signal.
IEEE ACM Trans. Audio Speech Lang. Process., 2016
Generalized Signal Utility for LMMSE Signal Estimation With Application to Greedy Quantization in Wireless Sensor Networks.
IEEE Signal Process. Lett., 2016
Incremental multiple error filtered-X LMS for node-specific active noise control over wireless acoustic sensor networks.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016
Multi-task wireless acoustic sensor network for node-specific speech enhancement and DOA estimation.
Proceedings of the 2016 IEEE Sensor Array and Multichannel Signal Processing Workshop (SAM), 2016
Unsupervised diffusion-based LMS for node-specific parameter estimation over wireless sensor networks.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Distributed labelling of audio sources in wireless acoustic sensor networks using consensus and matching.
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Distributed Canonical Correlation Analysis in Wireless Sensor Networks With Application to Distributed Blind Source Separation.
IEEE Trans. Signal Process., 2015
Distributed adaptive node-specific signal estimation in heterogeneous and mixed-topology wireless sensor networks.
Signal Process., 2015
Cooperative integrated noise reduction and node-specific direction-of-arrival estimation in a fully connected wireless acoustic sensor network.
Signal Process., 2015
Optimal distributed minimum-variance beamforming approaches for speech enhancement in wireless acoustic sensor networks.
Signal Process., 2015
Distributed adaptive generalized eigenvector estimation of a sensor signal covariance matrix pair in a fully connected sensor network.
Signal Process., 2015
Signal Process., 2015
Distributed signal estimation in a wireless sensor network with partially-overlapping node-specific interests or source observability.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Low-rank approximation-based distributed node-specific signal estimation in a fully-connected wireless sensor network.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Optimal spatial filtering for auditory steady-state response detection using high-density EEG.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Distributed signal subspace estimation based on local generalized eigenvector matrix inversion.
Proceedings of the 23rd European Signal Processing Conference, 2015
Blind sampling rate offset estimation based on coherence DRD7T in wireless acoustic sensor networks.
Proceedings of the 23rd European Signal Processing Conference, 2015
Energy-vs-performance trade-offs in speech enhancement in wireless acoustic sensor networks.
Proceedings of the 23rd European Signal Processing Conference, 2015
Comparison of speech envelope extraction methods for EEG-based auditory attention detection in a cocktail party scenario.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Greedy distributed node selection for node-specific signal estimation in wireless sensor networks.
Signal Process., 2014
Distributed adaptive estimation of covariance matrix eigenvectors in wireless sensor networks with application to distributed PCA.
Signal Process., 2014
A modified broadcast strategy for distributed signal estimation in a wireless sensor network with a tree topology.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Distributed GEVD-based signal subspace estimation in a fully-connected wireless sensor network.
Proceedings of the 22nd European Signal Processing Conference, 2014
Beamforming approaches for untethered, ultrasonic neural dust motes for cortical recording: A simulation study.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Distributed LCMV Beamforming in a Wireless Sensor Network With Single-Channel Per-Node Signal Transmission.
IEEE Trans. Signal Process., 2013
Seeing the Bigger Picture: How Nodes Can Learn Their Place Within a Complex Ad Hoc Network Topology.
IEEE Signal Process. Mag., 2013
IEEE Signal Process. Lett., 2013
Distributed computation of the Fiedler vector with application to topology inference in ad hoc networks.
Signal Process., 2013
Improved tracking performance for distributed node-specific signal enhancement inwireless acoustic sensor networks.
Proceedings of the IEEE International Conference on Acoustics, 2013
Distributed adaptive eigenvector estimation of the sensor signal covariance matrix in a fully connected sensor network.
Proceedings of the IEEE International Conference on Acoustics, 2013
Network topology selection for distributed speech enhancement in wireless acoustic sensor networks.
Proceedings of the 21st European Signal Processing Conference, 2013
Distributed node-specific direction-of-arrival estimation in wireless acoustic sensor networks.
Proceedings of the 21st European Signal Processing Conference, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
Motion artifact reduction in EEG recordings using multi-channel contact impedance measurements.
Proceedings of the 2013 IEEE Biomedical Circuits and Systems Conference (BioCAS), Rotterdam, The Netherlands, October 31, 2013
2012
Efficient Calculation of Sensor Utility and Sensor Removal in Wireless Sensor Networks for Adaptive Signal Estimation and Beamforming.
IEEE Trans. Signal Process., 2012
IEEE Trans. Signal Process., 2012
IEEE Trans. Signal Process., 2012
Distributed signal estimation in sensor networks where nodes have different interests.
Signal Process., 2012
Tracking of a rotating object in a Wireless Sensor Network using fuzzy based adaptive IMM filter.
Proceedings of the 19th IEEE Symposium on Communications and Vehicular Technology in the Benelux, 2012
Multi-Channel Noise Reduction in Hearing Aids with Wireless Access to an External Reference Signal.
Proceedings of the IWAENC 2012 - International Workshop on Acoustic Signal Enhancement, Proceedings, RWTH Aachen University, Germany, September 4th, 2012
Efficient computation of microphone utility in a wireless acoustic sensor network with multi-channel Wiener filter based noise reduction.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Power iteration-based distributed total least squares estimation in ad hoc sensor networks.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Energy aware greedy subset selection for speech enhancement in wireless acoustic sensor networks.
Proceedings of the 20th European Signal Processing Conference, 2012
Proceedings of the 20th European Signal Processing Conference, 2012
2011
Signal Processing Algorithms for Wireless Acoustic Sensor Networks (Signaalverwerkingsalgoritmes voor draadloze akoestische sensornetwerken).
PhD thesis, 2011
IEEE Trans. Signal Process., 2011
Consensus-Based Distributed Total Least Squares Estimation in Ad Hoc Wireless Sensor Networks.
IEEE Trans. Signal Process., 2011
Distributed Adaptive Estimation of Node-Specific Signals in Wireless Sensor Networks With a Tree Topology.
IEEE Trans. Signal Process., 2011
Applications and trends in wireless acoustic sensor networks: A signal processing perspective.
Proceedings of the 18th IEEE Symposium on Communications and Vehicular Technology in the Benelux, 2011
Distributed LCMV beamforming in wireless sensor networks with node-specific desired signals.
Proceedings of the IEEE International Conference on Acoustics, 2011
Utility based cross-layer collaboration for speech enhancement in wireless acoustic sensor networks.
Proceedings of the 19th European Signal Processing Conference, 2011
Diffusion-based bias-compensated RLS for distributed estimation over adaptive sensor networks.
Proceedings of the 19th European Signal Processing Conference, 2011
2010
Distributed adaptive node-specific signal estimation in fully connected sensor networks-part II: simultaneous and asynchronous node updating.
IEEE Trans. Signal Process., 2010
Distributed adaptive node-specific signal estimation in fully connected sensor networks-part I: sequential node updating.
IEEE Trans. Signal Process., 2010
Blind separation of non-negative source signals using multiplicative updates and subspace projection.
Signal Process., 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Efficient sensor subset selection and link failure response for linear MMSE signal estimation in wireless sensor networks.
Proceedings of the 18th European Signal Processing Conference, 2010
2009
Robust Distributed Noise Reduction in Hearing Aids with External Acoustic Sensor Nodes.
EURASIP J. Adv. Signal Process., 2009
Distributed adaptive estimation of correlated node-specific signals in a fully connected sensor network.
Proceedings of the IEEE International Conference on Acoustics, 2009
Distributed adaptive node-specific MMSE signal estimation in sensor networks with a tree topology.
Proceedings of the 17th European Signal Processing Conference, 2009
2008
Unsupervised learning of auditory filter banks using non-negative matrix factorisation.
Proceedings of the IEEE International Conference on Acoustics, 2008