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Researcher
Jonas Vanthornhout
- Disciplines:Neurosciences, Biological and physiological psychology, Cognitive science and intelligent systems, Developmental psychology and ageing
Affiliations
- Research Group Experimental Oto-rhino-laryngology (Division)
Member
From1 Jul 2013 → Today
Projects
1 - 6 of 6
- Objective measures of embodied listeningFrom2 Oct 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Decoding neural responses to sounds in patients with disorders of consciousness for diagnostics and unlocking communicationFrom2 Sep 2021 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Diagnostics of the auditory system using deep-learning-based analysis of EEG signalsFrom18 Feb 2021 → TodayFunding: FWO Strategic Basic Research Grant
- Deep neural networks as a model of speech perceptionFrom1 Oct 2020 → 30 Sep 2023Funding: FWO junior postdoctoral fellowship
- Decoding neural responses to sounds in patients with disorders of consciousness for diagnostics and unlocking communicationFrom21 Apr 2020 → 1 Jun 2021Funding: Own budget, for example: patrimony, inscription fees, gifts
- Objective and automatic measurement of speech intelligibilityFrom1 Oct 2014 → 17 Jan 2020Funding: FWO Strategic Basic Research Grant
Publications
1 - 10 of 26
- Robust neural tracking of linguistic speech representations using a convolutional neural network.(2023)
Authors: Corentin Puffay, Jonas Vanthornhout, Marlies Gillis, Bernd Accou, Hugo Van hamme, Tom Francart
Pages: 1 - 16 - Relating EEG to continuous speech using deep neural networks: a review(2023)
Authors: Corentin Puffay, Bernd Accou, Lies Bollens, Jonas Vanthornhout, Hugo Van hamme, Tom Francart
- Heard or Understood? Neural Tracking of Language Features in a Comprehensible Story, an Incomprehensible Story and a Word List(2023)
Authors: Marlies Gillis, Jonas Vanthornhout, Tom Francart
- Heard or understood? Neural markers of speech understanding(2023)
Authors: Marlies Gillis, Tom Francart, Jonas Vanthornhout
- Beyond linear neural envelope tracking: a mutual information approach(2023)
Authors: Jonas Vanthornhout, Maaike Vandermosten, Tom Francart
- Decoding of the speech envelope from EEG using the VLAAI deep neural network(2023)
Authors: Bernd Accou, Jonas Vanthornhout, Hugo Van hamme, Tom Francart
- Neural tracking as a diagnostic tool to assess the auditory pathway(2022)
Authors: Marlies Gillis, Tom Francart, Jonas Vanthornhout
- Speech Understanding Oppositely Affects Acoustic and Linguistic Neural Tracking in a Speech Rate Manipulation Paradigm(2022)
Authors: Eline Verschueren, Marlies Gillis, Jonas Vanthornhout, Tom Francart
Pages: 7442 - 7453 - Hearing loss is associated with delayed neural responses to continuous speech(2022)
Authors: Marlies Gillis, Jonas Vanthornhout, Tom Francart
Pages: 1671 - 1690 - Neural Markers of Speech Comprehension: Measuring EEG Tracking of Linguistic Speech Representations, Controlling the Speech Acoustics(2021)
Authors: Marlies Gillis, Jonas Vanthornhout, Tom Francart
Pages: 10316 - 10329
Patents
1 - 2 of 2