Copertina

One Brain, Omni Modalities: Towards Unified Non-Invasive Brain Decoding with Large Language Models

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Tang, Changli, Li, Shurui, Wang, Junliang, Xiao, Qinfan, Zhai, Zhonghao, Bai, Lei, Qiao, Yu, Zhou, Bowen, Wu, Wen, Li, Yuanning, Zhang, Chao
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Neurons and Cognition Artificial Intelligence Computation and Language
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Towards Unified Neural Decoding with Brain Functional Network Modeling
di: Wu, Di, et al.
Pubblicazione: (2025)

BrainCognizer: Brain Decoding with Human Visual Cognition Simulation for fMRI-to-Image Reconstruction
di: Sun, Guoying, et al.
Pubblicazione: (2025)

Functional Whole-Brain Models: A New Framework for Unifying Brain Structure and Cognitive Function
di: Senden, Mario, et al.
Pubblicazione: (2026)

What Are We Actually Decoding? Source Attribution for Non-Invasive Brain-to-Language Retrieval
di: Zhang, Xinyu, et al.
Pubblicazione: (2026)

Multiscale Causal Geometric Deep Learning for Modeling Brain Structure
di: Xia, Chengzhi, et al.
Pubblicazione: (2025)

Multi-dimensional Neural Decoding with Orthogonal Representations for Brain-Computer Interfaces
di: Tian, Kaixi, et al.
Pubblicazione: (2025)

Brain Harmony: A Multimodal Foundation Model Unifying Morphology and Function into 1D Tokens
di: Dong, Zijian, et al.
Pubblicazione: (2025)

The Homological Brain: Parity Principle and Amortized Inference
di: Li, Xin
Pubblicazione: (2025)

Decoding Imagined Movement in People with Multiple Sclerosis for Brain-Computer Interface Translation
di: Russo, John S., et al.
Pubblicazione: (2024)

Learning Principles for Overcoming Non-ideal Factors in Brain
di: Feng, Da-Zheng, et al.
Pubblicazione: (2026)

Functional Brain-to-Brain Transformation with No Shared Data
di: Wasserman, Navve, et al.
Pubblicazione: (2024)

NeuroBind: Towards Unified Multimodal Representations for Neural Signals
di: Yang, Fengyu, et al.
Pubblicazione: (2024)

Alignment between Brains and AI: Evidence for Convergent Evolution across Modalities, Scales and Training Trajectories
di: Shen, Guobin, et al.
Pubblicazione: (2025)

Gyral-Sulcal-Net: An Integrated Network Representation of Brain Folding Patterns
di: Cao, Chao, et al.
Pubblicazione: (2026)

Brain Learning Principles Utilizing Non-Ideal Factors in Neural Circuits
di: Feng, Da-Zheng, et al.
Pubblicazione: (2026)

BrainCSD: A Hierarchical Consistency-Driven MoE Foundation Model for Unified Connectome Synthesis and Multitask Brain Trait Prediction
di: Shen, Xiongri, et al.
Pubblicazione: (2025)

Towards an End-to-End Framework for Invasive Brain Signal Decoding with Large Language Models
di: Feng, Sheng, et al.
Pubblicazione: (2024)

Dark Signals in the Brain: Augment Brain Network Dynamics to the Complex-valued Field
di: Zhang, Jiangnan, et al.
Pubblicazione: (2025)

Brain Morphology Normative modelling platform for abnormality and Centile estimation: Brain MoNoCle
di: Little, Bethany, et al.
Pubblicazione: (2024)

Decoding Probing: Revealing Internal Linguistic Structures in Neural Language Models using Minimal Pairs
di: He, Linyang, et al.
Pubblicazione: (2024)

Efficient Brain Network Estimation with Sparse ICA in Non-Human Primate Neuroimaging
di: Li, Qiang, et al.
Pubblicazione: (2025)

Testing the Brain Wave Hypothesis
di: Worden, Robert
Pubblicazione: (2024)

Emergence of Language in the Developing Brain
di: Evanson, Linnea, et al.
Pubblicazione: (2025)

Only Brains Align with Brains: Cross-Region Alignment Patterns Expose Limits of Normative Models
di: Höfling, Larissa, et al.
Pubblicazione: (2026)

Brain's Statistical Learning and its Embodied Mechanisms Towards Understanding Creativity and Individuality in Music
di: Daikoku, Tatsuya
Pubblicazione: (2025)

D-CoRP: Differentiable Connectivity Refinement for Functional Brain Networks
di: Hu, Haoyu, et al.
Pubblicazione: (2024)

HyperBrain: Anomaly Detection for Temporal Hypergraph Brain Networks
di: Sadeghian, Sadaf, et al.
Pubblicazione: (2024)

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

Towards a Quantitative Theory of Digraph-Based Complexes and its Applications in Brain Network Analysis
di: Baldo, Heitor
Pubblicazione: (2024)

Sketching a Space of Brain States
di: Mannone, Maria, et al.
Pubblicazione: (2026)

Imaging the Topology of Dynamic Brain Connectivity
di: He, Peilin, et al.
Pubblicazione: (2025)

Parallel Neuron Groups in the Drosophila Brain
di: Worden, Robert
Pubblicazione: (2025)

State of Brain Emulation Report 2025
di: Zanichelli, Niccolò, et al.
Pubblicazione: (2025)

Structural Heterogeneity of the Drosophila Brain Network
di: Zhang, Xiaoyu, et al.
Pubblicazione: (2025)

Counterfactual Analysis of Brain Network Dynamics
di: Chung, Moo K., et al.
Pubblicazione: (2026)

A New Brain Network Construction Paradigm for Brain Disorder via Diffusion-based Graph Contrastive Learning
di: Zong, Yongcheng, et al.
Pubblicazione: (2024)

Optimal Griffiths Phase in Heterogeneous Human Brain Networks: Brain Criticality Embracing Stability and Flexibility across Individuals
di: Wu, Kejian, et al.
Pubblicazione: (2025)

Correntropy-Based Logistic Regression with Automatic Relevance Determination for Robust Sparse Brain Activity Decoding
di: Li, Yuanhao, et al.
Pubblicazione: (2022)

Unified Generative Latent Representation for Functional Brain Graphs
di: Abulikemu, Subati, et al.
Pubblicazione: (2025)

Brains and language models converge on a shared conceptual space across different languages
di: Zada, Zaid, et al.
Pubblicazione: (2025)