Cover Image

NeuroTTT: Bridging Pretraining-Downstream Task Misalignment in EEG Foundation Models via Test-Time Training

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Suli, Deng, Yangshen, Bao, Zhenghua, Zhan, Xinyu, Duan, Yiqun
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Human-Computer Interaction
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Robust Multi-Scale Framework with Test-Time Adaptation for sEEG-Based Speech Decoding
by: Wang, Suli, et al.
Published: (2025)

NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals
by: Jiang, Wei-Bang, et al.
Published: (2024)

DeWave: Discrete EEG Waves Encoding for Brain Dynamics to Text Translation
by: Duan, Yiqun, et al.
Published: (2023)

Fatigue-Related Reaction Time Forecasting via EEG Functional Connectivity in Sustained Attention Task
by: Sun, Bo, et al.
Published: (2026)

Counting the Wait: Effects of Temporal Feedback on Downstream Task Performance and Perceived Wait-Time Experience during System-Imposed Delays
by: Tan, Felicia Fang-Yi, et al.
Published: (2026)

Substantial, Decomposable, and Invisible: Visual Context Misalignment in Instructional Videos for Physical Tasks
by: Li, Yayuan, et al.
Published: (2026)

Addressing and Visualizing Misalignments in Human Task-Solving Trajectories
by: Kim, Sejin, et al.
Published: (2024)

The Impact of Spatial Misalignment and Time Delay on Collaborative Presence in Augmented Reality
by: Stern, Michael, et al.
Published: (2025)

NeuroGaze: A Hybrid EEG and Eye-Tracking Brain-Computer Interface for Hands-Free Interaction in Virtual Reality
by: Coutray, Kyle, et al.
Published: (2025)

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

EEG-X: Device-Agnostic and Noise-Robust Foundation Model for EEG
by: Foumani, Navid Mohammadi, et al.
Published: (2025)

EMG-UP: Unsupervised Personalization in Cross-User EMG Gesture Recognition
by: Wang, Nana, et al.
Published: (2025)

MindCine: Multimodal EEG-to-Video Reconstruction with Large-Scale Pretrained Models
by: Zhou, Tian-Yi, et al.
Published: (2026)

A Multimodal fNIRS-EEG Dataset for Unilateral Limb Motor Imagery
by: Feng, Lufeng, et al.
Published: (2026)

Introducing EEG Analyses to Help Personal Music Preference Prediction
by: He, Zhiyu, et al.
Published: (2024)

Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces
by: Li, Siyang, et al.
Published: (2026)

Prototyping and Evaluating a Real-time Neuro-Adaptive Virtual Reality Flight Training System
by: van Weelden, Evy, et al.
Published: (2025)

New Synthetic Goldmine: Hand Joint Angle-Driven EMG Data Generation Framework for Micro-Gesture Recognition
by: Wang, Nana, et al.
Published: (2025)

NeuroBridge: Using Generative AI to Bridge Cross-neurotype Communication Differences through Neurotypical Perspective-taking
by: Haroon, Rukhshan, et al.
Published: (2025)

Fields, Bridges, and Foundations: How Researchers Browse Citation Network Visualizations
by: Choe, Kiroong, et al.
Published: (2024)

Contrastive Learning for Task-Independent SpeechLLM-Pretraining
by: Züfle, Maike, et al.
Published: (2024)

Survival Games: Human-LLM Strategic Showdowns under Severe Resource Scarcity
by: Chen, Zhihong, et al.
Published: (2025)

Foundation Models for Cross-Domain EEG Analysis Application: A Survey
by: Li, Hongqi, et al.
Published: (2025)

Time2Lang: Bridging Time-Series Foundation Models and Large Language Models for Health Sensing Beyond Prompting
by: Pillai, Arvind, et al.
Published: (2025)

Mechanistic Interpretability of EEG Foundation Models via Sparse Autoencoders
by: Lehn-Schiøler, William, et al.
Published: (2026)

From Soft Materials to Controllers with NeuroTouch: A Neuromorphic Tactile Sensor for Real-Time Gesture Recognition
by: Hoffmann, Victor, et al.
Published: (2025)

Analysis of Drone-Assisted Building Inspection Training in VR vs 2D Monitor Display: an EEG Study
by: Liu, Pengkun, et al.
Published: (2025)

Neuro-Symbolic Artificial Intelligence for Patient Monitoring
by: Fenske, Ole, et al.
Published: (2024)

EEG-FM-Bench: A Comprehensive Benchmark for the Systematic Evaluation of EEG Foundation Models
by: Xiong, Wei, et al.
Published: (2025)

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

Wave2Word: A Multimodal Transformer Framework for Joint EEG-Text Alignment and Multi-Task Representation Learning in Neurocritical Care
by: Samanta, Argha Kamal, et al.
Published: (2026)

A Quantitative Framework for Assessing Sleep Quality from EEG Time Series in Complex Dynamic Systems
by: Shin, Gi-Hwan
Published: (2025)

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

Mastery Learning Improves Performance on Complex Tasks on PCP Literacy Test
by: Srinivas, Chandana, et al.
Published: (2025)

Insights into Natural Language Database Query Errors: From Attention Misalignment to User Handling Strategies
by: Ning, Zheng, et al.
Published: (2024)

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

Improving Continuous Grasp Force Decoding from EEG with Time-Frequency Regressors and Premotor-Parietal Network Integration
by: Dangi, Parth G., et al.
Published: (2025)

EmoBridge: Bridging the Communication Gap between Students with Disabilities and Peer Note-Takers Utilizing Emojis and Real-Time Sharing
by: Song, Hyungwoo, et al.
Published: (2024)

NeuroRVQ: Multi-Scale Biosignal Tokenization for Generative Foundation Models
by: Barmpas, Konstantinos, et al.
Published: (2025)

Decoding Imagined Handwriting from EEG
by: Ravishankar, Srinivas, et al.
Published: (2025)