Copertina

Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Dong, Zijian, Li, Ruilin, Wu, Yilei, Nguyen, Thuan Tinh, Chong, Joanna Su Xian, Ji, Fang, Tong, Nathanael Ren Jie, Chen, Christopher Li Hsian, Zhou, Juan Helen
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Neurons and Cognition Artificial Intelligence Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

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

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

Emergent Spatiotemporal Dynamics in Large-Scale Brain Networks with Next Generation Neural Mass Models
di: Delicado, Rosa Maria, et al.
Pubblicazione: (2025)

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

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

A Sensing Whole Brain Zebrafish Foundation Model for Neuron Dynamics and Behavior
di: Vegas, Sam Fatehmanesh, et al.
Pubblicazione: (2025)

Learning High-Order Relationships with Hypergraph Attention-based Spatio-Temporal Aggregation for Brain Disease Analysis
di: Hu, Wenqi, et al.
Pubblicazione: (2025)

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

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)

Multiscale Causal Geometric Deep Learning for Modeling Brain Structure
di: Xia, Chengzhi, 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)

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

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

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)

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)

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

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

Assessing the Brain Wave Hypothesis: Call for Commentary
di: Worden, Robert
Pubblicazione: (2024)

Brain rhythms in cognition -- controversies and future directions
di: Keitel, Anne, et al.
Pubblicazione: (2025)

Bridging Brains and Models: MoE-Based Functional Lesions for Simulating and Rehabilitating Aphasia
di: Wang, Yifan, et al.
Pubblicazione: (2025)

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

Could a Computer Architect Understand our Brain?
di: Puente-Varona, Valentin
Pubblicazione: (2024)

Structural Brain Connectivity and Treatment Improvement in Mood Disorder
di: Dam, Sébastien, et al.
Pubblicazione: (2024)

Brain waves are a repetition of a pause and an activity
di: Koyama, Chika
Pubblicazione: (2022)

Brain-inspired, interpretable, resonant recurrent neural networks
di: Kramer, Mark A.
Pubblicazione: (2025)

Fusion Learning from Dynamic Functional Connectivity: Combining the Amplitude and Phase of fMRI Signals to Identify Brain Disorders
di: Hu, Jinlong, et al.
Pubblicazione: (2026)

A Foundational Brain Dynamics Model via Stochastic Optimal Control
di: Park, Joonhyeong, et al.
Pubblicazione: (2025)

From Prediction to Understanding: Will AI Foundation Models Transform Brain Science?
di: Serre, Thomas, et al.
Pubblicazione: (2025)

Intrinsic Brain Networks Underlying the Experience and Expression of Subclinical Anxiety
di: Kinger, Shruti, et al.
Pubblicazione: (2026)

Future of Brain Health: From Developmental Insights to Clinical Translation
di: Chertoff, Mariela, et al.
Pubblicazione: (2025)