neuro-steered hearing device

Fast EEG-Based Decoding Of The Directional Focus Of Auditory Attention Using Common Spatial Patterns
In this article, published in IEEE Transactions on Biomedical Engineering, we propose a new common spatial pattern-based algorithm to decode the spatial focus of auditory attention from EEG signals.
Simon Geirnaert, Tom Francart, Alexander Bertrand
October, 2020 IEEE Transactions on Biomedical Engineering, vol. 68, no. 5, pp. 1557-1568, 2021
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Fast EEG-Based Decoding Of The Directional Focus Of Auditory Attention Using Common Spatial Patterns
An Interpretable Performance Metric for Auditory Attention Decoding Algorithms in a Context of Neuro-Steered Gain Control
In this article, published in IEEE Transactions on Neural Systems and Rehabilitation Engineering, we present a novel interpretable performance metric for AAD algorithms based on an adative gain control system.
Simon Geirnaert, Tom Francart, Alexander Bertrand
November, 2019 IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 28, no. 1, pp. 304-317, 2020
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An Interpretable Performance Metric for Auditory Attention Decoding Algorithms in a Context of Neuro-Steered Gain Control
A New Metric to Evaluate Auditory Attention Detection Performance Based on a Markov Chain
In this article, presented at EUSIPCO 2019, we present a new performance metric to evaluate AAD algorithms.
Simon Geirnaert, Tom Francart, Alexander Bertrand
September, 2019 In Proceedings of EUSIPCO 2019, 2019
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A New Metric to Evaluate Auditory Attention Detection Performance Based on a Markov Chain