Handwriting decoding as a challenging motor task for EEG Foundation Models
Fuente:
arXiv
Saved in:
| Main Authors: | Ravishankar, Srinivas, Ghosh, Ishayu, Zajzon, Nora, Fei, Teng, de Sa, Virginia |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Decoding Imagined Handwriting from EEG
by: Ravishankar, Srinivas, et al.
Published: (2025)
by: Ravishankar, Srinivas, et al.
Published: (2025)
Perceptogram: Reconstructing Visual Percepts and Presumptive Electrode Preference from EEG
by: Fei, Teng, et al.
Published: (2024)
by: Fei, Teng, et al.
Published: (2024)
Improving motor imagery decoding methods for an EEG-based mobile brain-computer interface in the context of the 2024 Cybathlon
by: Tscherniak, Isabel Whiteley, et al.
Published: (2025)
by: Tscherniak, Isabel Whiteley, et al.
Published: (2025)
I see artifacts: ICA-based EEG artifact removal does not improve deep network decoding across three BCI tasks
by: Kang, Taeho, et al.
Published: (2026)
by: Kang, Taeho, et al.
Published: (2026)
Optimising EEG decoding with refined sampling and multimodal feature integration
by: Akbarinia, Arash
Published: (2024)
by: Akbarinia, Arash
Published: (2024)
EEG motor imagery decoding: A framework for comparative analysis with channel attention mechanisms
by: Wimpff, Martin, et al.
Published: (2023)
by: Wimpff, Martin, et al.
Published: (2023)
EEG classification for visual brain decoding with spatio-temporal and transformer based paradigms
by: Sharma, Akanksha, et al.
Published: (2024)
by: Sharma, Akanksha, et al.
Published: (2024)
Can EEG resting state data benefit data-driven approaches for motor-imagery decoding?
by: Mehta, Rishan, et al.
Published: (2024)
by: Mehta, Rishan, et al.
Published: (2024)
EEG-X: Device-Agnostic and Noise-Robust Foundation Model for EEG
by: Foumani, Navid Mohammadi, et al.
Published: (2025)
by: Foumani, Navid Mohammadi, et al.
Published: (2025)
EEG decoding with conditional identification information
by: Sun, Pengfei, et al.
Published: (2024)
by: Sun, Pengfei, et al.
Published: (2024)
NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals
by: Jiang, Wei-Bang, et al.
Published: (2024)
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)
by: Duan, Yiqun, et al.
Published: (2023)
Foundation Models for Cross-Domain EEG Analysis Application: A Survey
by: Li, Hongqi, et al.
Published: (2025)
by: Li, Hongqi, et al.
Published: (2025)
Co-designing a Child-Robot Relational Norm Intervention to Regulate Children's Handwriting Posture
by: Wang, Chenyang, et al.
Published: (2024)
by: Wang, Chenyang, et al.
Published: (2024)
When Handwriting Goes Social: Creativity, Anonymity, and Communication in Graphonymous Online Spaces
by: Purohit, Aditya Kumar, et al.
Published: (2026)
by: Purohit, Aditya Kumar, et al.
Published: (2026)
Facial-Expression-Aware Prompting for Empathetic LLM Tutoring
by: Feng, Shuangquan, et al.
Published: (2026)
by: Feng, Shuangquan, et al.
Published: (2026)
EEG-FM-Bench: A Comprehensive Benchmark for the Systematic Evaluation of EEG Foundation Models
by: Xiong, Wei, et al.
Published: (2025)
by: Xiong, Wei, et al.
Published: (2025)
Enhancing spatial auditory attention decoding with neuroscience-inspired prototype training
by: Qiu, Zelin, et al.
Published: (2024)
by: Qiu, Zelin, et al.
Published: (2024)
Mechanistic Interpretability of EEG Foundation Models via Sparse Autoencoders
by: Lehn-Schiøler, William, et al.
Published: (2026)
by: Lehn-Schiøler, William, et al.
Published: (2026)
On using AI for EEG-based BCI applications: problems, current challenges and future trends
by: Barbera, Thomas, et al.
Published: (2025)
by: Barbera, Thomas, et al.
Published: (2025)
Handwriting-based Automated Assessment and Grading of Degree of Handedness: A Pilot Study
by: Bala, Smriti, et al.
Published: (2024)
by: Bala, Smriti, et al.
Published: (2024)
Beyond Accuracy: Robustness, Interpretability and Expressiveness of EEG Foundation Models
by: Širca, Urban, et al.
Published: (2026)
by: Širca, Urban, et al.
Published: (2026)
Functional connectivity guided deep neural network for decoding high-level visual imagery
by: Kwon, Byoung-Hee, et al.
Published: (2025)
by: Kwon, Byoung-Hee, et al.
Published: (2025)
Dynamic Vision from EEG Brain Recordings, How much does EEG know?
by: Singh, Prajwal, et al.
Published: (2025)
by: Singh, Prajwal, et al.
Published: (2025)
Effects of task difficulty and music expertise in virtual reality: Observations of cognitive load and task accuracy in a rhythm exergame
by: Ellahiyoun, Kyla, et al.
Published: (2025)
by: Ellahiyoun, Kyla, et al.
Published: (2025)
MIND-EEG: Multi-granularity Integration Network with Discrete Codebook for EEG-based Emotion Recognition
by: Zhang, Yuzhe, et al.
Published: (2025)
by: Zhang, Yuzhe, et al.
Published: (2025)
NeuroTTT: Bridging Pretraining-Downstream Task Misalignment in EEG Foundation Models via Test-Time Training
by: Wang, Suli, et al.
Published: (2025)
by: Wang, Suli, et al.
Published: (2025)
Human causal perception in a cube-stacking task
by: Bahr, Nikolai, et al.
Published: (2025)
by: Bahr, Nikolai, et al.
Published: (2025)
Calibration-free online test-time adaptation for electroencephalography motor imagery decoding
by: Wimpff, Martin, et al.
Published: (2023)
by: Wimpff, Martin, et al.
Published: (2023)
Enhancing Cross-Dataset EEG Emotion Recognition: A Novel Approach with Emotional EEG Style Transfer Network
by: Zhou, Yijin, et al.
Published: (2024)
by: Zhou, Yijin, et al.
Published: (2024)
Prediction of Grade, Gender, and Academic Performance of Children and Teenagers from Handwriting Using the Sigma-Lognormal Model
by: Iste, Adrian, et al.
Published: (2026)
by: Iste, Adrian, et al.
Published: (2026)
Enhancing EEG Signal-Based Emotion Recognition with Synthetic Data: Diffusion Model Approach
by: Siddhad, Gourav, et al.
Published: (2024)
by: Siddhad, Gourav, et al.
Published: (2024)
EEG-SSM: Leveraging State-Space Model for Dementia Detection
by: Tran, Xuan-The, et al.
Published: (2024)
by: Tran, Xuan-The, et al.
Published: (2024)
Exploring the role of embodiment on intimacy perception in a multiparty collaborative task
by: Benamara, Amine, et al.
Published: (2026)
by: Benamara, Amine, et al.
Published: (2026)
From Word Embedding to Reading Embedding Using Large Language Model, EEG and Eye-tracking
by: Zhang, Yuhong, et al.
Published: (2024)
by: Zhang, Yuhong, et al.
Published: (2024)
Exploring Large-Scale Language Models to Evaluate EEG-Based Multimodal Data for Mental Health
by: Hu, Yongquan, et al.
Published: (2024)
by: Hu, Yongquan, et al.
Published: (2024)
DrowzEE-G-Mamba: Leveraging EEG and State Space Models for Driver Drowsiness Detection
by: Siddhad, Gourav, et al.
Published: (2024)
by: Siddhad, Gourav, et al.
Published: (2024)
Bayesian model of individual learning to control a motor imagery BCI
by: Annicchiarico, Côme, et al.
Published: (2024)
by: Annicchiarico, Côme, et al.
Published: (2024)
Impacts of aspect ratio on task accuracy in parallel coordinates
by: Garner, Hugh, et al.
Published: (2024)
by: Garner, Hugh, et al.
Published: (2024)
State-Flow Coordinated Representation for MI-EEG Decoding
by: Cai, Guoqing, et al.
Published: (2026)
by: Cai, Guoqing, et al.
Published: (2026)
Similar Items
-
Decoding Imagined Handwriting from EEG
by: Ravishankar, Srinivas, et al.
Published: (2025) -
Perceptogram: Reconstructing Visual Percepts and Presumptive Electrode Preference from EEG
by: Fei, Teng, et al.
Published: (2024) -
Improving motor imagery decoding methods for an EEG-based mobile brain-computer interface in the context of the 2024 Cybathlon
by: Tscherniak, Isabel Whiteley, et al.
Published: (2025) -
I see artifacts: ICA-based EEG artifact removal does not improve deep network decoding across three BCI tasks
by: Kang, Taeho, et al.
Published: (2026) -
Optimising EEG decoding with refined sampling and multimodal feature integration
by: Akbarinia, Arash
Published: (2024)