Nicolas Langer

According to our database, Nicolas Langer authored at least 21 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Speed: Scalable Preprocessing of EEG Data for Self-Supervised Learning.

Anders Gjølbye Madsen, Lina Skerath, William Theodor Lehn-Schiøler, Nicolas Langer, Lars Kai Hansen

Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

The Influence of Automatic Speech Recognition on Linguistic Features and Automatic Alzheimer's Disease Detection from Spontaneous Speech.

Jonathan Heitz, Gerold Schneider, Nicolas Langer

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Parallel Log Spectra index (PaLOSi): a quality metric in large scale resting EEG preprocessing.

Shiang Hu, Jie Ruan, Nicolas Langer, Jorge Bosch-Bayard, Zhao Lv, Dezhong Yao, Pedro Antonio Valdés-Sosa

CoRR, 2023

An Interpretable and Attention-Based Method for Gaze Estimation Using Electroencephalography.

Nina Weng, Martyna Plomecka, Manuel Kaufmann, Ard Kastrati, Roger Wattenhofer, Nicolas Langer

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Harmonized-Multinational qEEG norms (HarMNqEEG).

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 Joseph 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

NeuroImage, 2022

A benchmark for prediction of psychiatric multimorbidity from resting EEG data in a large pediatric sample.

Nicolas Langer, Martyna Beata Plomecka, Marius Tröndle, Anuja Negi, Tzvetan Popov, Michael P. Milham, Stefan Haufe

NeuroImage, 2022

Detection of ADHD Based on Eye Movements During Natural Viewing.

Shuwen Deng, Paul Prasse, David R. Reich, Sabine Dziemian, Maja Stegenwallner-Schütz, Daniel Krakowczyk, Silvia Makowski, Nicolas Langer, Tobias Scheffer, Lena A. Jäger

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications.

Lukas Wolf, Ard Kastrati, Martyna Beata Plomecka, Jie-Ming Li, Dustin Klebe, Alexander Veicht, Roger Wattenhofer, Nicolas Langer

Proceedings of the International Conference on Machine Learning, 2022

Electrode Clustering and Bandpass Analysis of EEG Data for Gaze Estimation.

Ard Kastrati, Martyna Beata Plomecka, Joël Küchler, Nicolas Langer, Roger Wattenhofer

Proceedings of The 1st Gaze Meets ML workshop, 2022

2021

Machine Learning for Health: Algorithm Auditing & Quality Control.

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 D. 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

J. Medical Syst., 2021

Reading Task Classification Using EEG and Eye-Tracking Data.

Nora Hollenstein, Marius Tröndle, Martyna Plomecka, Samuel Kiegeland, Yilmazcan Özyurt, Lena A. Jäger, Nicolas Langer

CoRR, 2021

Decoding EEG Brain Activity for Multi-Modal Natural Language Processing.

Nora Hollenstein, Cédric Renggli, Benjamin Glaus, Maria Barrett, Marius Troendle, Nicolas Langer, Ce Zhang

CoRR, 2021

EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction.

Ard Kastrati, Martyna Plomecka, Damian Pascual, Lukas Wolf, Victor Gillioz, Roger Wattenhofer, Nicolas Langer

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Using Deep Learning to Classify Saccade Direction from Brain Activity.

Ard Kastrati, Martyna Plomecka, Roger Wattenhofer, Nicolas Langer

Proceedings of the 2021 Symposium on Eye Tracking Research and Applications, 2021

2020

Neural dynamics of sentiment processing during naturalistic sentence reading.

Christian Pfeiffer, Nora Hollenstein, Ce Zhang, Nicolas Langer

NeuroImage, 2020

ZuCo 2.0: A Dataset of Physiological Recordings During Natural Reading and Annotation.

Nora Hollenstein, Marius Troendle, Ce Zhang, Nicolas Langer

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

2019

Automagic: Standardized preprocessing of big EEG data.

Andreas Pedroni, Amirreza Bahreini, Nicolas Langer

NeuroImage, 2019

Advancing NLP with Cognitive Language Processing Signals.

Nora Hollenstein, Maria Barrett, Marius Troendle, Francesco Bigiolli, Nicolas Langer, Ce Zhang

CoRR, 2019

CogniVal: A Framework for Cognitive Word Embedding Evaluation.

Nora Hollenstein, Antonio de la Torre, Nicolas Langer, Ce Zhang

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

2018

Investigating the multicausality of processing speed deficits across developmental disorders with eye tracking and EEG: extended abstract.

Sabine Dziemian, Nicolas Langer

Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications, 2018

2012

Diminished Whole-brain but Enhanced Peri-sylvian Connectivity in Absolute Pitch Musicians.

Lutz Jäncke, Nicolas Langer, Jürgen Hänggi

J. Cogn. Neurosci., 2012