Nicolas Langer

Orcid: 0000-0002-6038-9471

According to our database1, Nicolas Langer authored at least 21 papers between 2012 and 2024.

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Bibliography

2024
SPEED: Scalable Preprocessing of EEG Data for Self-Supervised Learning.
CoRR, 2024

The Influence of Automatic Speech Recognition on Linguistic Features and Automatic Alzheimer's Disease Detection from Spontaneous Speech.
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.
CoRR, 2023

An Interpretable and Attention-Based Method for Gaze Estimation Using Electroencephalography.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022
Harmonized-Multinational qEEG norms (HarMNqEEG).
NeuroImage, 2022

A benchmark for prediction of psychiatric multimorbidity from resting EEG data in a large pediatric sample.
NeuroImage, 2022

Detection of ADHD Based on Eye Movements During Natural Viewing.
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.
Proceedings of the International Conference on Machine Learning, 2022

Electrode Clustering and Bandpass Analysis of EEG Data for Gaze Estimation.
Proceedings of The 1st Gaze Meets ML workshop, 2022

2021
Machine Learning for Health: Algorithm Auditing & Quality Control.
J. Medical Syst., 2021

Reading Task Classification Using EEG and Eye-Tracking Data.
CoRR, 2021

Decoding EEG Brain Activity for Multi-Modal Natural Language Processing.
CoRR, 2021

EEGEyeNet: a Simultaneous Electroencephalography and Eye-tracking Dataset and Benchmark for Eye Movement Prediction.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Using Deep Learning to Classify Saccade Direction from Brain Activity.
Proceedings of the 2021 Symposium on Eye Tracking Research and Applications, 2021

2020
Neural dynamics of sentiment processing during naturalistic sentence reading.
NeuroImage, 2020

ZuCo 2.0: A Dataset of Physiological Recordings During Natural Reading and Annotation.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

2019
Automagic: Standardized preprocessing of big EEG data.
NeuroImage, 2019

Advancing NLP with Cognitive Language Processing Signals.
CoRR, 2019

CogniVal: A Framework for Cognitive Word Embedding Evaluation.
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.
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.
J. Cogn. Neurosci., 2012


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