Nicolas Langer

33 papers A* 1B 4Journal 21Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Towards a speech-based digital biomarker for cognitive impairment: speech as a proxy for cognitive assessment. npj Digit. Medicine Jonathan Heitz, Ines M. Engler, Nicolas Langer
2025	B	`conf`	Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech. COLING Jonathan Heitz, Gerold Schneider, Nicolas Langer
2025	J	`jnl`	Uncertainty Modeling in Multimodal Speech Analysis Across the Psychosis Spectrum. CoRR Morteza Rohanian, Roya M. Hüppi, Farhad Nooralahzadeh, Noemi Dannecker, Yves Pauli, Werner Surbeck, Iris Sommer, Wolfram Hinzen, Nicolas Langer, Michael Krauthammer, Philipp Homan
2024	J	`jnl`	Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech. CoRR Jonathan Heitz, Gerold Schneider, Nicolas Langer
2024	J	`jnl`	SPEED: Scalable Preprocessing of EEG Data for Self-Supervised Learning. CoRR Anders Gjølbye Madsen, Lina Skerath, William Theodor Lehn-Schiøler, Nicolas Langer, Lars Kai Hansen
2024	—	`conf`	Speed: Scalable Preprocessing of EEG Data for Self-Supervised Learning. MLSP Anders Gjølbye Madsen, Lina Skerath, William Theodor Lehn-Schiøler, Nicolas Langer, Lars Kai Hansen
2024	—	`conf`	The Influence of Automatic Speech Recognition on Linguistic Features and Automatic Alzheimer's Disease Detection from Spontaneous Speech. LREC/COLING Jonathan Heitz, Gerold Schneider, Nicolas Langer
2023	—	`conf`	An Interpretable and Attention-Based Method for Gaze Estimation Using Electroencephalography. MICCAI (2) Nina Weng, Martyna Plomecka, Manuel Kaufmann, Ard Kastrati, Roger Wattenhofer, Nicolas Langer
2023	J	`jnl`	An Interpretable and Attention-based Method for Gaze Estimation Using Electroencephalography. CoRR Nina Weng, Martyna Plomecka, Manuel Kaufmann, Ard Kastrati, Roger Wattenhofer, Nicolas Langer
2023	J	`jnl`	Electrode Clustering and Bandpass Analysis of EEG Data for Gaze Estimation. CoRR Ard Kastrati, Martyna Beata Plomecka, Joël Küchler, Nicolas Langer, Roger Wattenhofer
2023	J	`jnl`	Parallel Log Spectra index (PaLOSi): a quality metric in large scale resting EEG preprocessing. CoRR Shiang Hu, Jie Ruan, Nicolas Langer, Jorge Bosch-Bayard, Zhao Lv, Dezhong Yao, Pedro Antonio Valdés-Sosa
2022	A*	`conf`	A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications. ICML Lukas Wolf, Ard Kastrati, Martyna Beata Plomecka, Jie-Ming Li, Dustin Klebe, Alexander Veicht, Roger Wattenhofer, Nicolas Langer
2022	J	`jnl`	A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications. CoRR Lukas Wolf, Ard Kastrati, Martyna Beata Plomecka, Jie-Ming Li, Dustin Klebe, Alexander Veicht, Roger Wattenhofer, Nicolas Langer
2022	J	`jnl`	A benchmark for prediction of psychiatric multimorbidity from resting EEG data in a large pediatric sample. NeuroImage Nicolas Langer, Martyna Beata Plomecka, Marius Tröndle, Anuja Negi, Tzvetan Popov, Michael P. Milham, Stefan Haufe
2022	—	`conf`	Detection of ADHD Based on Eye Movements During Natural Viewing. ECML/PKDD (6) Shuwen Deng, Paul Prasse, David R. Reich, Sabine Dziemian, Maja Stegenwallner-Schütz, Daniel Krakowczyk, Silvia Makowski, Nicolas Langer, Tobias Scheffer, Lena A. Jäger
2022	J	`jnl`	Detection of ADHD based on Eye Movements during Natural Viewing. CoRR Shuwen Deng, Paul Prasse, David R. Reich, Sabine Dziemian, Maja Stegenwallner-Schütz, Daniel Krakowczyk, Silvia Makowski, Nicolas Langer, Tobias Scheffer, Lena A. Jäger
2022	—	`conf`	Electrode Clustering and Bandpass Analysis of EEG Data for Gaze Estimation. Gaze Meets ML Ard Kastrati, Martyna Beata Plomecka, Joël Küchler, Nicolas Langer, Roger Wattenhofer
2022	J	`jnl`	Harmonized-Multinational qEEG norms (HarMNqEEG). NeuroImage 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
2021	J	`jnl`	Decoding EEG Brain Activity for Multi-Modal Natural Language Processing. CoRR Nora Hollenstein, Cédric Renggli, Benjamin Glaus, Maria Barrett, Marius Troendle, Nicolas Langer, Ce Zhang
2021	—	`conf`	EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction. NeurIPS Datasets and Benchmarks Ard Kastrati, Martyna Plomecka, Damian Pascual, Lukas Wolf, Victor Gillioz, Roger Wattenhofer, Nicolas Langer
2021	J	`jnl`	EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction. CoRR Ard Kastrati, Martyna Beata Plomecka, Damián Pascual, Lukas Wolf, Victor Gillioz, Roger Wattenhofer, Nicolas Langer
2021	J	`jnl`	Machine Learning for Health: Algorithm Auditing & Quality Control. J. Medical Syst. 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
2021	J	`jnl`	Reading Task Classification Using EEG and Eye-Tracking Data. CoRR Nora Hollenstein, Marius Tröndle, Martyna Plomecka, Samuel Kiegeland, Yilmazcan Özyurt, Lena A. Jäger, Nicolas Langer
2021	—	`conf`	Using Deep Learning to Classify Saccade Direction from Brain Activity. ETRA Short Papers Ard Kastrati, Martyna Plomecka, Roger Wattenhofer, Nicolas Langer
2020	J	`jnl`	Neural dynamics of sentiment processing during naturalistic sentence reading. NeuroImage Christian Pfeiffer, Nora Hollenstein, Ce Zhang, Nicolas Langer
2020	B	`conf`	ZuCo 2.0: A Dataset of Physiological Recordings During Natural Reading and Annotation. LREC Nora Hollenstein, Marius Troendle, Ce Zhang, Nicolas Langer
2019	J	`jnl`	Advancing NLP with Cognitive Language Processing Signals. CoRR Nora Hollenstein, Maria Barrett, Marius Troendle, Francesco Bigiolli, Nicolas Langer, Ce Zhang
2019	J	`jnl`	Automagic: Standardized preprocessing of big EEG data. NeuroImage Andreas Pedroni, Amirreza Bahreini, Nicolas Langer
2019	B	`conf`	CogniVal: A Framework for Cognitive Word Embedding Evaluation. CoNLL Nora Hollenstein, Antonio de la Torre, Nicolas Langer, Ce Zhang
2019	J	`jnl`	CogniVal: A Framework for Cognitive Word Embedding Evaluation. CoRR Nora Hollenstein, Antonio de la Torre, Nicolas Langer, Ce Zhang
2019	J	`jnl`	ZuCo 2.0: A Dataset of Physiological Recordings During Natural Reading and Annotation. CoRR Nora Hollenstein, Marius Troendle, Ce Zhang, Nicolas Langer
2018	B	`conf`	Investigating the multicausality of processing speed deficits across developmental disorders with eye tracking and EEG: extended abstract. ETRA Sabine Dziemian, Nicolas Langer
2012	J	`jnl`	Diminished Whole-brain but Enhanced Peri-sylvian Connectivity in Absolute Pitch Musicians. J. Cogn. Neurosci. Lutz Jäncke, Nicolas Langer, Jürgen Hänggi