Copertina

AdaBrain-Bench: Benchmarking Brain Foundation Models for Brain-Computer Interface Applications

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Wu, Jiamin, Ren, Zichen, Wang, Junyu, Zhu, Pengyu, Song, Yonghao, Liu, Mianxin, Zheng, Qihao, Bai, Lei, Ouyang, Wanli, Song, Chunfeng
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

CSBrain: A Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding
di: Zhou, Yuchen, et al.
Pubblicazione: (2025)

UniMind: Unleashing the Power of LLMs for Unified Multi-Task Brain Decoding
di: Lu, Weiheng, et al.
Pubblicazione: (2025)

SynBrain: Enhancing Visual-to-fMRI Synthesis via Probabilistic Representation Learning
di: Mai, Weijian, et al.
Pubblicazione: (2025)

MindAligner: Explicit Brain Functional Alignment for Cross-Subject Visual Decoding from Limited fMRI Data
di: Dai, Yuqin, et al.
Pubblicazione: (2025)

Neuro-3D: Towards 3D Visual Decoding from EEG Signals
di: Guo, Zhanqiang, et al.
Pubblicazione: (2024)

PaceLLM: Brain-Inspired Large Language Models for Long-Context Understanding
di: Li, Kangcong, et al.
Pubblicazione: (2025)

NeuroAtlas: Benchmarking Foundation Models for Clinical EEG and Brain-Computer Interfaces
di: Kontras, Konstantinos, et al.
Pubblicazione: (2026)

Applications and Challenges of Auditory Brain‐Computer Interfaces in Objective Auditory Assessments for Pediatric Cochlear Implants
di: Qi Zheng, et al.
Pubblicazione: (2025)

Think Twice to See More: Iterative Visual Reasoning in Medical VLMs
di: Chen, Kaitao, et al.
Pubblicazione: (2025)

WearBCI Dataset: Understanding and Benchmarking Real-World Wearable Brain-Computer Interfaces Signals
di: Liu, Haoxian, et al.
Pubblicazione: (2026)

Symbiotic Brain-Machine Drawing via Visual Brain-Computer Interfaces
di: Wang, Gao, et al.
Pubblicazione: (2025)

LEAF: Language-EEG Aligned Foundation Model for Brain-Computer Interfaces
di: Jiang, Muyun, et al.
Pubblicazione: (2025)

OpenMAP-BrainAge: Generalizable and Interpretable Brain Age Predictor
di: Kan, Pengyu, et al.
Pubblicazione: (2025)

BrainWave: A Brain Signal Foundation Model for Clinical Applications
di: Yuan, Zhizhang, et al.
Pubblicazione: (2024)

Brain4FMs: A Benchmark of Foundation Models for Electrical Brain Signal
di: Shen, Fanqi, et al.
Pubblicazione: (2026)

Ionic Device: From Neuromorphic Computing to Interfacing with the Brain
di: Zijia Huang, et al.
Pubblicazione: (2025)

Brain-Muscle Atlas: A novel framework for Motor Brain-Computer Interfaces
di: Sun, Ye, et al.
Pubblicazione: (2025)

A Novel Brain-Computer Interface Architecture: The Brain-Muscle-Hand Interface for replicating the motor pathway
di: Ye, Sun, et al.
Pubblicazione: (2025)

The Brain-Inspired Cooperative Shared Control Framework for Brain-Machine Interface
di: Yang, Junjie, et al.
Pubblicazione: (2022)

BrainTAP: Brain Disorder Prediction with Adaptive Distill and Selective Prior Integration
di: Lei, Zhenyu, et al.
Pubblicazione: (2026)

Geosemantic Neurohaptic Interface for Brain-Computer Interaction
di: Yıldırım, Emirhan
Pubblicazione: (2025)

ControlIt: A Universal Framework for Translational, Adaptive, and Online Brain–Computer Interfaces
di: Wanlin Yang, et al.
Pubblicazione: (2026)

Synthetic Data Generation for Brain-Computer Interfaces: Overview, Benchmarking, and Future Directions
di: Wang, Ziwei, et al.
Pubblicazione: (2026)

Stiffness‐Switchable Conductive Nanocomposites with Temperature‐Invariant Conductivity for Long‐Term Brain‐Computer Interfaces on Hair‐Covered Scalp
di: Bo Shi, et al.
Pubblicazione: (2026)

Brain–Computer Interfaces: The Dawn of a New Era in Disease Treatment
di: Yuqi Feng, et al.
Pubblicazione: (2026)

Multi-Modal Latent Variables for Cross-Individual Primary Visual Cortex Modeling and Analysis
di: Zhu, Yu, et al.
Pubblicazione: (2024)

Neural Representational Consistency Emerges from Probabilistic Neural-Behavioral Representation Alignment
di: Zhu, Yu, et al.
Pubblicazione: (2025)

Scheduled Knowledge Acquisition on Lightweight Vector Symbolic Architectures for Brain-Computer Interfaces
di: Liu, Yejia, et al.
Pubblicazione: (2024)

Towards Personalized Brain-Computer Interface Application Based on Endogenous EEG Paradigms
di: Kwak, Heon-Gyu, et al.
Pubblicazione: (2024)

Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking
di: Dong, Zijian, et al.
Pubblicazione: (2024)

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

The Interplay of Computing, Ethics, and Policy in Brain-Computer Interface Design
di: Ugur, Muhammed, et al.
Pubblicazione: (2024)

AEPL: Automated and Editable Prompt Learning for Brain Tumor Segmentation
di: Sun, Yongheng, et al.
Pubblicazione: (2024)

Sub-Scalp EEG for Sensorimotor Brain-Computer Interface
di: Mahoney, Timothy B, et al.
Pubblicazione: (2025)

Full‐Stack Architectures for Intelligent Brain‐Computer Interfaces
di: Hee Kyu Lee, et al.
Pubblicazione: (2026)

Non-Stationarity in Brain-Computer Interfaces: An Analytical Perspective
di: Cecotti, Hubert, et al.
Pubblicazione: (2025)

Towards Forever Access for Implanted Brain-Computer Interfaces
di: Ugur, Muhammed, et al.
Pubblicazione: (2024)

Bayesian Inference on Brain-Computer Interfaces via GLASS
di: Zhao, Bangyao, et al.
Pubblicazione: (2023)

Modeling User Preferences via Brain-Computer Interfacing
di: Leiva, Luis A., et al.
Pubblicazione: (2024)

OmniBrainBench: A Comprehensive Multimodal Benchmark for Brain Imaging Analysis Across Multi-stage Clinical Tasks
di: Peng, Zhihao, et al.
Pubblicazione: (2025)