Imagen de Portada

I see artifacts: ICA-based EEG artifact removal does not improve deep network decoding across three BCI tasks

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Kang, Taeho, Chen, Yiyu, Wallraven, Christian
Formato:	Preprint
Publicado:	2026
Materias:	Human-Computer Interaction
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

FDC-Net: Rethinking the association between EEG artifact removal and multi-dimensional affective computing
por: Dong, Wenjia, et al.
Publicado: (2025)

Handwriting decoding as a challenging motor task for EEG Foundation Models
por: Ravishankar, Srinivas, et al.
Publicado: (2026)

Policies frozen in silicon: using WPR to expose the politics of problem-solution configurations in technical artifacts
por: Behrendtz, Jörgen, et al.
Publicado: (2026)

In-Ear Electrode EEG for Practical SSVEP BCI
por: Mouli, Surej, et al.
Publicado: (2025)

EEG classification for visual brain decoding with spatio-temporal and transformer based paradigms
por: Sharma, Akanksha, et al.
Publicado: (2024)

Functional connectivity guided deep neural network for decoding high-level visual imagery
por: Kwon, Byoung-Hee, et al.
Publicado: (2025)

Optimising EEG decoding with refined sampling and multimodal feature integration
por: Akbarinia, Arash
Publicado: (2024)

On using AI for EEG-based BCI applications: problems, current challenges and future trends
por: Barbera, Thomas, et al.
Publicado: (2025)

The Riemannian Means Field Classifier for EEG-Based BCI Data
por: Andreev, Anton, et al.
Publicado: (2025)

Professor X: Manipulating EEG BCI with Invisible and Robust Backdoor Attack
por: Liu, Xuan-Hao, et al.
Publicado: (2024)

Improving motor imagery decoding methods for an EEG-based mobile brain-computer interface in the context of the 2024 Cybathlon
por: Tscherniak, Isabel Whiteley, et al.
Publicado: (2025)

Dynamic Vision from EEG Brain Recordings, How much does EEG know?
por: Singh, Prajwal, et al.
Publicado: (2025)

Explanation format does not matter; but explanations do -- An Eggsbert study on explaining Bayesian Optimisation tasks
por: Chakraborty, Tanmay, et al.
Publicado: (2025)

Deepfake Caricatures: Amplifying attention to artifacts increases deepfake detection by humans and machines
por: Fosco, Camilo, et al.
Publicado: (2022)

"When I see Jodie, I feel relaxed": Examining the Impact of a Virtual Supporter in Remote Psychotherapy
por: Cao, Jiashuo, et al.
Publicado: (2026)

Why am I seeing this: Democratizing End User Auditing for Online Content Recommendations
por: Chen, Chaoran, et al.
Publicado: (2024)

Exploring EEG and Eye Movement Fusion for Multi-Class Target RSVP-BCI
por: Li, Xujin, et al.
Publicado: (2025)

Bridging BCI and Communications: A MIMO Framework for EEG-to-ECoG Wireless Channel Modeling
por: Wang, Jiaheng, et al.
Publicado: (2025)

DIY hybrid SSVEP-P300 LED stimuli for BCI platform using EMOTIV EEG headset
por: Mouli, Surej, et al.
Publicado: (2025)

EEG-Based Auditory BCI for Communication in a Completely Locked-In Patient Using Volitional Frequency Band Modulation
por: Liu, Deland, et al.
Publicado: (2025)

Transferring BCI models from calibration to control: Observing shifts in EEG features
por: de Jong, Ivo Pascal, et al.
Publicado: (2024)

LLMs' ways of seeing User Personas
por: Panda, Swaroop
Publicado: (2024)

Motion-based visual encoding can improve performance on perceptual tasks with dynamic time series
por: Hu, Songwen, et al.
Publicado: (2024)

Explicit modelling of subject dependency in BCI decoding
por: Romani, Michele, et al.
Publicado: (2025)

Cross-Modal Consistency-Guided Active Learning for Affective BCI Systems
por: Jang, Hyo-Jeong, et al.
Publicado: (2025)

EEG-based AI-BCI Wheelchair Advancement: Hybrid Deep Learning with Motor Imagery for Brain Computer Interface
por: Thapa, Bipul, et al.
Publicado: (2025)

Explainable AI improves task performance in human-AI collaboration
por: Senoner, Julian, et al.
Publicado: (2024)

EEG decoding with conditional identification information
por: Sun, Pengfei, et al.
Publicado: (2024)

Bayesian model of individual learning to control a motor imagery BCI
por: Annicchiarico, Côme, et al.
Publicado: (2024)

MindChat: Enhancing BCI Spelling with Large Language Models in Realistic Scenarios
por: Wang, JIaheng, et al.
Publicado: (2025)

Cross-BCI, A Cross-BCI-Paradigm Classifica-tion Model Towards Universal BCI Applications
por: Zhou, Gaojie, et al.
Publicado: (2025)

I see an IC: A Mixed-Methods Approach to Study Human Problem-Solving Processes in Hardware Reverse Engineering
por: Walendy, René, et al.
Publicado: (2024)

Hypergraph Multi-Modal Learning for EEG-based Emotion Recognition in Conversation
por: Kang, Zijian, et al.
Publicado: (2025)

EEG-based AI-BCI Wheelchair Advancement: A Brain-Computer Interfacing Wheelchair System Using Deep Learning Approach
por: Paneru, Biplov, et al.
Publicado: (2024)

Exploring the distribution of connectivity weights in resting-state EEG networks
por: Hu, Shiang, et al.
Publicado: (2025)

People readily follow personal advice from AI but it does not improve their well-being
por: Luettgau, Lennart, et al.
Publicado: (2025)

The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
por: Chevallier, Sylvain, et al.
Publicado: (2024)

LGL-BCI: A Motor-Imagery-Based Brain-Computer Interface with Geometric Learning
por: Lu, Jianchao, et al.
Publicado: (2025)

Exploring EEG-driven brain-heart coupling across sleep stages in individuals with sleep disorders
por: Kaetheeswaran, Jathushan, et al.
Publicado: (2026)

MIND-EEG: Multi-granularity Integration Network with Discrete Codebook for EEG-based Emotion Recognition
por: Zhang, Yuzhe, et al.
Publicado: (2025)