BrainGPT: Unleashing the Potential of EEG Generalist Foundation Model by Autoregressive Pre-training
Fuente:
arXiv
Saved in:
| Main Authors: | Yue, Tongtian, Gao, Xuange, Xue, Shuning, Tang, Yepeng, Guo, Longteng, Jiang, Jie, Liu, Jing |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Ada-K Routing: Boosting the Efficiency of MoE-based LLMs
by: Yue, Tongtian, et al.
Published: (2024)
by: Yue, Tongtian, et al.
Published: (2024)
OneDiff: A Generalist Model for Image Difference Captioning
by: Hu, Erdong, et al.
Published: (2024)
by: Hu, Erdong, et al.
Published: (2024)
BrainRVQ: A High-Fidelity EEG Foundation Model via Dual-Domain Residual Quantization and Hierarchical Autoregression
by: Cui, Mingzhe, et al.
Published: (2026)
by: Cui, Mingzhe, et al.
Published: (2026)
Neuro-GPT: Towards A Foundation Model for EEG
by: Cui, Wenhui, et al.
Published: (2023)
by: Cui, Wenhui, et al.
Published: (2023)
LaVi: Efficient Large Vision-Language Models via Internal Feature Modulation
by: Yue, Tongtian, et al.
Published: (2025)
by: Yue, Tongtian, et al.
Published: (2025)
BrainOmni: A Brain Foundation Model for Unified EEG and MEG Signals
by: Xiao, Qinfan, et al.
Published: (2025)
by: Xiao, Qinfan, et al.
Published: (2025)
A Pre-trained EEG-to-MEG Generative Framework for Enhancing BCI Decoding
by: Li, Zhuo, et al.
Published: (2026)
by: Li, Zhuo, et al.
Published: (2026)
Unleashing the Potential of Beamspace Modulation in Near-Field MIMO: Opportunities and Challenges
by: Guo, Shuaishuai, et al.
Published: (2024)
by: Guo, Shuaishuai, et al.
Published: (2024)
Brain-OF: An Omnifunctional Foundation Model for fMRI, EEG and MEG
by: Guo, Hanning, et al.
Published: (2026)
by: Guo, Hanning, et al.
Published: (2026)
CoMET: A Contrastive-Masked Brain Foundation Model for Universal EEG Representation
by: Li, Ang, et al.
Published: (2025)
by: Li, Ang, et al.
Published: (2025)
THD-BAR: Topology Hierarchical Derived Brain Autoregressive Modeling for EEG Generic Representations
by: Yang, Wenchao, et al.
Published: (2025)
by: Yang, Wenchao, et al.
Published: (2025)
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)
Designing Pre-training Datasets from Unlabeled Data for EEG Classification with Transformers
by: Bary, Tim, et al.
Published: (2024)
by: Bary, Tim, et al.
Published: (2024)
PRiSE-EEG: A Prior-Guided Foundation Model with Depth-Stratified Experts for Cross-Paradigm EEG Representation Learning
by: Xiong, Wei, et al.
Published: (2026)
by: Xiong, Wei, et al.
Published: (2026)
Prefix Grouper: Efficient GRPO Training through Shared-Prefix Forward
by: Liu, Zikang, et al.
Published: (2025)
by: Liu, Zikang, et al.
Published: (2025)
Towards Unified Referring Expression Segmentation Across Omni-Level Visual Target Granularities
by: Liu, Jing, et al.
Published: (2025)
by: Liu, Jing, et al.
Published: (2025)
CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding
by: Wang, Jiquan, et al.
Published: (2024)
by: Wang, Jiquan, et al.
Published: (2024)
GPT2MEG: Quantizing MEG for Autoregressive Generation
by: Csaky, Richard, et al.
Published: (2024)
by: Csaky, Richard, et al.
Published: (2024)
Multi-Modal Intelligent Channel Modeling: From Fine-tuned LLMs to Pre-trained Foundation Models
by: Bai, Lu, et al.
Published: (2026)
by: Bai, Lu, et al.
Published: (2026)
DeeperBrain: A Neuro-Grounded EEG Foundation Model Towards Universal BCI
by: Wang, Jiquan, et al.
Published: (2026)
by: Wang, Jiquan, et al.
Published: (2026)
SC-Tune: Unleashing Self-Consistent Referential Comprehension in Large Vision Language Models
by: Yue, Tongtian, et al.
Published: (2024)
by: Yue, Tongtian, et al.
Published: (2024)
ALFEE: Adaptive Large Foundation Model for EEG Representation
by: Xiong, Wei, et al.
Published: (2025)
by: Xiong, Wei, et al.
Published: (2025)
Radio Foundation Models: Pre-training Transformers for 5G-based Indoor Localization
by: Ott, Jonathan, et al.
Published: (2024)
by: Ott, Jonathan, et al.
Published: (2024)
HFMCA: Orthonormal Feature Learning for EEG-based Brain Decoding
by: Wang, Yinghao, et al.
Published: (2026)
by: Wang, Yinghao, et al.
Published: (2026)
Minimally Invasive Brain Computer Interfaces: Evaluating the Impact of Tissue Layers on Signal Quality of Sub-Scalp EEG
by: Mahoney, Timothy B, et al.
Published: (2025)
by: Mahoney, Timothy B, et al.
Published: (2025)
PiEEG-16 to Measure 16 EEG Channels with Raspberry Pi for Brain-Computer Interfaces and EEG devices
by: Rakhmatulin, Ildar
Published: (2024)
by: Rakhmatulin, Ildar
Published: (2024)
EEG-GPT: Exploring Capabilities of Large Language Models for EEG Classification and Interpretation
by: Kim, Jonathan W., et al.
Published: (2024)
by: Kim, Jonathan W., et al.
Published: (2024)
EEG Foundation Challenge: From Cross-Task to Cross-Subject EEG Decoding
by: Aristimunha, Bruno, et al.
Published: (2025)
by: Aristimunha, Bruno, et al.
Published: (2025)
HEAR: An EEG Foundation Model with Heterogeneous Electrode Adaptive Representation
by: Chen, Zhige, et al.
Published: (2025)
by: Chen, Zhige, et al.
Published: (2025)
VRoPE: Rotary Position Embedding for Video Large Language Models
by: Liu, Zikang, et al.
Published: (2025)
by: Liu, Zikang, et al.
Published: (2025)
CSBrain: A Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding
by: Zhou, Yuchen, et al.
Published: (2025)
by: Zhou, Yuchen, et al.
Published: (2025)
NeuroNarrator: A Generalist EEG-to-Text Foundation Model for Clinical Interpretation via Spectro-Spatial Grounding and Temporal State-Space Reasoning
by: Wang, Guoan, et al.
Published: (2026)
by: Wang, Guoan, et al.
Published: (2026)
PiEEG kit -- bioscience Lab in home for your Brain and Body
by: Rakhmatulin, Ildar
Published: (2025)
by: Rakhmatulin, Ildar
Published: (2025)
GEFM: Graph-Enhanced EEG Foundation Model
by: Wang, Limin, et al.
Published: (2024)
by: Wang, Limin, et al.
Published: (2024)
Speech-preserving active noise control: a deep learning approach in reverberant environments
by: Dai, Shuning
Published: (2026)
by: Dai, Shuning
Published: (2026)
GPT-PPG: A GPT-based Foundation Model for Photoplethysmography Signals
by: Chen, Zhaoliang, et al.
Published: (2025)
by: Chen, Zhaoliang, et al.
Published: (2025)
Sub-Scalp EEG for Sensorimotor Brain-Computer Interface
by: Mahoney, Timothy B, et al.
Published: (2025)
by: Mahoney, Timothy B, et al.
Published: (2025)
Unleashing the Potential of LTE for Next Generation Railway Communications
by: Fraga-Lamas, P., et al.
Published: (2024)
by: Fraga-Lamas, P., et al.
Published: (2024)
EEG-based 90-Degree Turn Intention Detection for Brain-Computer Interface
by: Anand, Pradyot, et al.
Published: (2024)
by: Anand, Pradyot, et al.
Published: (2024)
User Identity Protection in EEG-based Brain-Computer Interfaces
by: Meng, L., et al.
Published: (2024)
by: Meng, L., et al.
Published: (2024)
Similar Items
-
Ada-K Routing: Boosting the Efficiency of MoE-based LLMs
by: Yue, Tongtian, et al.
Published: (2024) -
OneDiff: A Generalist Model for Image Difference Captioning
by: Hu, Erdong, et al.
Published: (2024) -
BrainRVQ: A High-Fidelity EEG Foundation Model via Dual-Domain Residual Quantization and Hierarchical Autoregression
by: Cui, Mingzhe, et al.
Published: (2026) -
Neuro-GPT: Towards A Foundation Model for EEG
by: Cui, Wenhui, et al.
Published: (2023) -
LaVi: Efficient Large Vision-Language Models via Internal Feature Modulation
by: Yue, Tongtian, et al.
Published: (2025)