Diminished Whole-brain but Enhanced Peri-sylvian Connectivity in Absolute Pitch Musicians. - Lutz Jäncke; Nicolas Langer; Jürgen Hänggi (J. Cogn. Neurosci., 2012)

Investigating the multicausality of processing speed deficits across developmental disorders with eye tracking and EEG: extended abstract. - Sabine Dziemian; Nicolas Langer (ETRA, 2018)

CogniVal: A Framework for Cognitive Word Embedding Evaluation. - Nora Hollenstein; Antonio de la Torre; Nicolas Langer; Ce Zhang 001 (CoNLL, 2019)

Advancing NLP with Cognitive Language Processing Signals. - Nora Hollenstein; Maria Barrett; Marius Troendle; Francesco Bigiolli; Nicolas Langer; Ce Zhang 001 (CoRR, 2019)

Automagic: Standardized preprocessing of big EEG data. - Andreas Pedroni; Amirreza Bahreini; Nicolas Langer (NeuroImage, 2019)

ZuCo 2.0: A Dataset of Physiological Recordings During Natural Reading and Annotation. - Nora Hollenstein; Marius Troendle; Ce Zhang 001; Nicolas Langer (LREC, 2020)

Neural dynamics of sentiment processing during naturalistic sentence reading. - Christian Pfeiffer; Nora Hollenstein; Ce Zhang 001; Nicolas Langer (NeuroImage, 2020)

Using Deep Learning to Classify Saccade Direction from Brain Activity. - Ard Kastrati; Martyna Plomecka; Roger Wattenhofer; Nicolas Langer (ETRA Short Papers, 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 (NeurIPS Datasets and Benchmarks, 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 001 (CoRR, 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)

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; et al. (J. Medical Syst., 2021)

Electrode Clustering and Bandpass Analysis of EEG Data for Gaze Estimation. - Ard Kastrati; Martyna Beata Plomecka; Joël Küchler; Nicolas Langer; Roger Wattenhofer (Gaze Meets ML, 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 (ICML, 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 (ECML/PKDD (6), 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)

Harmonized-Multinational qEEG norms (HarMNqEEG). - Min Li 027; Ying Wang 061; 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; et al. (NeuroImage, 2022)

An Interpretable and Attention-Based Method for Gaze Estimation Using Electroencephalography. - Nina Weng; Martyna Plomecka; Manuel Kaufmann; Ard Kastrati; Roger Wattenhofer; Nicolas Langer (MICCAI (2), 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 001; Pedro Antonio Valdés-Sosa (CoRR, 2023)

The Influence of Automatic Speech Recognition on Linguistic Features and Automatic Alzheimer's Disease Detection from Spontaneous Speech. - Jonathan Heitz; Gerold Schneider; Nicolas Langer (LREC/COLING, 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 (MLSP, 2024)

Linguistic Features Extracted by GPT-4 Improve Alzheimer's Disease Detection based on Spontaneous Speech. - Jonathan Heitz; Gerold Schneider; Nicolas Langer (COLING, 2025)

Uncertainty Modeling in Multimodal Speech Analysis Across the Psychosis Spectrum. - Morteza Rohanian; Roya M. Hüppi; Farhad Nooralahzadeh; Noemi Dannecker; Yves Pauli; Werner Surbeck; Iris Sommer; Wolfram Hinzen; Nicolas Langer; Michael Krauthammer; Philipp Homan (CoRR, 2025)