Nicolas Langer

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 26

Top Topics

Linguistic Features

Language Processing

Top Venues

Publications

Jonathan Heitz, Gerold Schneider, Nicolas Langer
The Influence of Automatic Speech Recognition on Linguistic Features and Automatic Alzheimer's Disease Detection from Spontaneous Speech. LREC/COLING (2024)
Ard Kastrati, Martyna Beata Plomecka, Joël Küchler, Nicolas Langer, Roger Wattenhofer
Electrode Clustering and Bandpass Analysis of EEG Data for Gaze Estimation. CoRR (2023)
Shiang Hu, Jie Ruan, Nicolas Langer, Jorge Bosch-Bayard, Zhao Lv, Dezhong Yao, Pedro Antonio Valdés-Sosa
Parallel Log Spectra index (PaLOSi): a quality metric in large scale resting EEG preprocessing. CoRR (2023)
Nina Weng, Martyna Plomecka, Manuel Kaufmann, Ard Kastrati, Roger Wattenhofer, Nicolas Langer
An Interpretable and Attention-Based Method for Gaze Estimation Using Electroencephalography. MICCAI (2) (2023)
Nina Weng, Martyna Plomecka, Manuel Kaufmann, Ard Kastrati, Roger Wattenhofer, Nicolas Langer
An Interpretable and Attention-based Method for Gaze Estimation Using Electroencephalography. CoRR (2023)
Shuwen Deng, Paul Prasse, David Robert Reich, Sabine Dziemian, Maja Stegenwallner-Schütz, Daniel Krakowczyk, Silvia Makowski, Nicolas Langer, Tobias Scheffer, Lena A. Jäger
Detection of ADHD based on Eye Movements during Natural Viewing. CoRR (2022)
Nicolas Langer, Martyna Beata Plomecka, Marius Tröndle, Anuja Negi, Tzvetan Popov, Michael P. Milham, Stefan Haufe
A benchmark for prediction of psychiatric multimorbidity from resting EEG data in a large pediatric sample. NeuroImage 258 (2022)
Min Li, Ying Wang, Carlos Lopez-Naranjo, Shiang Hu, Ronaldo César García Reyes, Deirel Paz-Linares, Ariosky Areces-Gonzalez, Aini Ismafairus Abd Hamid, Alan C. Evans, Alexander N. Savostyanov, Ana Calzada-Reyes, Arno Villringer, Carlos Andrés Tobón-Quintero, Daysi Garcia-Agustin, Dezhong Yao, Li Dong, Eduardo Aubert-Vázquez, Faruque Reza, Fuleah Abdul Razzaq, Hazim Omar, Jafri Malin Abdullah, Janina R. Galler, John F. Ochoa-Gómez, Leslie S. Prichep, Lídice Galán-García, Lilia Morales-Chacón, Mitchell J. Valdés-Sosa, Marius Tröndle, Mohd Faizal Mohd Zulkifly, Muhammad Riddha Bin Abdul Rahman, Natalya S. Milakhina, Nicolas Langer, Pavel Rudych, Thomas Koenig, Trinidad A. Virués-Alba, Xu Lei, Maria L. Bringas-Vega, Jorge Francisco Bosch-Bayard, Pedro Antonio Valdés-Sosa
Harmonized-Multinational qEEG norms (HarMNqEEG). NeuroImage 256 (2022)
Lukas Wolf, Ard Kastrati, Martyna Beata Plomecka, Jie-Ming Li, Dustin Klebe, Alexander Veicht, Roger Wattenhofer, Nicolas Langer
A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications. CoRR (2022)
Shuwen Deng, Paul Prasse, David Robert Reich, Sabine Dziemian, Maja Stegenwallner-Schütz, Daniel Krakowczyk, Silvia Makowski, Nicolas Langer, Tobias Scheffer, Lena A. Jäger
Detection of ADHD Based on Eye Movements During Natural Viewing. ECML/PKDD (6) (2022)
Lukas Wolf, Ard Kastrati, Martyna Beata Plomecka, Jie-Ming Li, Dustin Klebe, Alexander Veicht, Roger Wattenhofer, Nicolas Langer
A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications. ICML (2022)
Ard Kastrati, Martyna Beata Plomecka, Joël Küchler, Nicolas Langer, Roger Wattenhofer
Electrode Clustering and Bandpass Analysis of EEG Data for Gaze Estimation. Gaze Meets ML (2022)
Nora Hollenstein, Cédric Renggli, Benjamin Glaus, Maria Barrett, Marius Troendle, Nicolas Langer, Ce Zhang
Decoding EEG Brain Activity for Multi-Modal Natural Language Processing. CoRR (2021)
Luis Oala, Andrew G. Murchison, Pradeep Balachandran, Shruti Choudhary, Jana Fehr, Alixandro Werneck Leite, Peter G. Goldschmidt, Christian Johner, Elora D. M. Schörverth, Rose Nakasi, Martin Meyer, Federico Cabitza, Pat Baird, Carolin Prabhu, Eva Weicken, Xiaoxuan Liu, Markus Wenzel, Steffen Vogler, Darlington Ahiale Akogo, Shada Alsalamah, Emre Kazim, Adriano S. Koshiyama, Sven Piechottka, Sheena Macpherson, Ian Shadforth, Regina Geierhofer, Christian Matek, Joachim Krois, Bruno Sanguinetti, Matthew Arentz, Pavol Bielik, Saúl Calderón Ramírez, Auss Abbood, Nicolas Langer, Stefan Haufe, Ferath Kherif, Sameer Pujari, Wojciech Samek, Thomas Wiegand
Machine Learning for Health: Algorithm Auditing & Quality Control. J. Medical Syst. 45 (12) (2021)
Ard Kastrati, Martyna Plomecka, Roger Wattenhofer, Nicolas Langer
Using Deep Learning to Classify Saccade Direction from Brain Activity. ETRA Short Papers (2021)
Ard Kastrati, Martyna Beata Plomecka, Damián Pascual, Lukas Wolf, Victor Gillioz, Roger Wattenhofer, Nicolas Langer
EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction. CoRR (2021)
Ard Kastrati, Martyna Plomecka, Damian Pascual, Lukas Wolf, Victor Gillioz, Roger Wattenhofer, Nicolas Langer
EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction. NeurIPS Datasets and Benchmarks (2021)
Nora Hollenstein, Marius Tröndle, Martyna Plomecka, Samuel Kiegeland, Yilmazcan Özyurt, Lena A. Jäger, Nicolas Langer
Reading Task Classification Using EEG and Eye-Tracking Data. CoRR (2021)
Nora Hollenstein, Marius Troendle, Ce Zhang, Nicolas Langer
ZuCo 2.0: A Dataset of Physiological Recordings During Natural Reading and Annotation. LREC (2020)
Christian Pfeiffer, Nora Hollenstein, Ce Zhang, Nicolas Langer
Neural dynamics of sentiment processing during naturalistic sentence reading. NeuroImage 218 (2020)
Nora Hollenstein, Antonio de la Torre, Nicolas Langer, Ce Zhang
CogniVal: A Framework for Cognitive Word Embedding Evaluation. CoNLL (2019)
Nora Hollenstein, Marius Troendle, Ce Zhang, Nicolas Langer
ZuCo 2.0: A Dataset of Physiological Recordings During Natural Reading and Annotation. CoRR (2019)
Andreas Pedroni, Amirreza Bahreini, Nicolas Langer
Automagic: Standardized preprocessing of big EEG data. NeuroImage 200 (2019)
Nora Hollenstein, Antonio de la Torre, Nicolas Langer, Ce Zhang
CogniVal: A Framework for Cognitive Word Embedding Evaluation. CoRR (2019)
Nora Hollenstein, Maria Barrett, Marius Troendle, Francesco Bigiolli, Nicolas Langer, Ce Zhang
Advancing NLP with Cognitive Language Processing Signals. CoRR (2019)
Sabine Dziemian, Nicolas Langer
Investigating the multicausality of processing speed deficits across developmental disorders with eye tracking and EEG: extended abstract. ETRA (2018)
Lutz Jäncke, Nicolas Langer, Jürgen Hänggi
Diminished Whole-brain but Enhanced Peri-sylvian Connectivity in Absolute Pitch Musicians. J. Cogn. Neurosci. 24 (6) (2012)