Data-Driven NeuroTechnology lab
Data-Driven NeuroTechnology lab
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Review of Deep Representation Learning Techniques for Brain-Computer Interfaces and Recommendations
Pierre Guetschel
,
Sara Ahmadi
,
Michael Tangermann
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URL
Exploring new territory: Calibration-free decoding for c-VEP BCI
This study explores two zero-training methods aimed at enhancing the usability of brain-computer interfaces (BCIs) by eliminating the …
Jordy Thielen
,
Jan Sosulski
,
Michael Tangermann
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DOI
URL
Fast and robust objective EEG audiometry
The current gold standard of audiometry relies on subjective behavioral responses, which is impractical and unreliable for certain …
Timoth Guyonnet-Hencke
,
Oscar Portoles
,
Marten de Vries
,
Eva Koderman
,
Alexandra Winkler
,
Jennifer Goodall
,
Peter Desain
,
Jordy Thielen
,
Michael Schulte
,
Andy Beynon
,
others
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DOI
URL
Towards auditory attention decoding with noise-tagging: A pilot study
Auditory attention decoding (AAD) aims to extract from brain activity the attended speaker amidst candidate speakers, offering …
Hanneke Scheppink
,
Sara Ahmadi
,
Peter Desain
,
Micheal Tangermann
,
Jordy Thielen
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DOI
URL
Towards gaze-independent c-VEP BCI: A pilot study
A limitation of brain-computer interface (BCI) spellers is that they require the user to be able to move the eyes to fixate on targets. …
Shekhar Narayanan
,
Sara Ahmadi
,
Peter Desain
,
Jordy Thielen
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DOI
URL
EuroDBS. Perspectives of Implementation of Closed-Loop Deep Brain Stimulation: From Neurological to Psychiatric Disorders
S Groppa
,
G Gonzalez-Escamilla
,
G Tinkhauser
,
HI Baqapuri
,
B Sajonz
,
C Wiest
,
J Pereira
,
DM Herz
,
MR Dold
,
M Bange
,
D Ciolac
,
V Almeida
,
J Neuber
,
D Mirzac
,
JF Martín-Rodríguez
,
C Dresel
,
M Muthuraman
,
AD Adarmes Gomez
,
M Navas
,
G Temiz
,
A Gunduz
,
L Rotaru
,
Y Winter
,
R Schuurman
,
MF Contarino
,
M Glaser
,
M Tangermann
,
AFG Leentjens
,
P Mir
,
CV Torres Diaz
,
C Karachi
,
DEJ Linden
,
H Tan
,
VA Coenen
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DOI
Robustness of Physiological Synchrony in Wearable Electrodermal Activity and Heart Rate as a Measure of Attentional Engagement to Movie Clips
Individuals that pay attention to narrative stimuli show synchronized heart rate (HR) and electrodermal activity (EDA) responses. The …
Ivo V. Stuldreher
,
Jan B. F. van Erp
,
Anne-Marie Brouwer
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DOI
Estimating person-specific neural correlates of mental rotation: A machine learning approach
Sinan Uslu
,
Michael Tangermann
,
Claus Vögele
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DOI
UMM: Unsupervised Mean-difference Maximization
Jan Sosulski
,
Michael Tangermann
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DOI
Introducing block-Toeplitz covariance matrices to remaster linear discriminant analysis for event-related potential brain–computer interfaces
Jan Sosulski
,
Michael Tangermann
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DOI
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