Multiscale Causal Geometric Deep Learning for Modeling Brain Structure
Fuente:
arXiv
Saved in:
| Main Authors: | Xia, Chengzhi, Chen, Jianwei, Jiang, Yixuan, Yan, Qi, Li, Chao |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Hierarchical Multiscale Structure-Function Coupling for Brain Connectome Integration
by: Chen, Jianwei, et al.
Published: (2026)
by: Chen, Jianwei, et al.
Published: (2026)
Causal Emergence of Consciousness through Learned Multiscale Neural Dynamics in Mice
by: Wang, Zhipeng, et al.
Published: (2025)
by: Wang, Zhipeng, et al.
Published: (2025)
Brain Network Dynamics and Multiscale Modelling of Neurodegenerative Disorders: A Review
by: Shaheen, Hina, et al.
Published: (2024)
by: Shaheen, Hina, et al.
Published: (2024)
Extracting the Multiscale Causal Backbone of Brain Dynamics
by: D'Acunto, Gabriele, et al.
Published: (2023)
by: D'Acunto, Gabriele, et al.
Published: (2023)
Deep multivariate autoencoder for capturing complexity in Brain Structure and Behaviour Relationships
by: Jiménez, Gabriela Gómez, et al.
Published: (2024)
by: Jiménez, Gabriela Gómez, et al.
Published: (2024)
The Thermodynamic Model to Study the Slow Afterhyperpolarization in a Single Neuron at Different ATP Levels
by: Li, Jianwei, et al.
Published: (2024)
by: Li, Jianwei, et al.
Published: (2024)
Functional Whole-Brain Models: A New Framework for Unifying Brain Structure and Cognitive Function
by: Senden, Mario, et al.
Published: (2026)
by: Senden, Mario, et al.
Published: (2026)
Modeling Causal Interactions Across Brain Functional Subnetworks for Population-specific Disease Analysis
by: Moreno, Alissen, et al.
Published: (2025)
by: Moreno, Alissen, et al.
Published: (2025)
The Hippocampal Place Field Gradient: An Eigenmode Theory Linking Grid Cell Projections to Multiscale Learning
by: Zhou, Shujun, et al.
Published: (2025)
by: Zhou, Shujun, et al.
Published: (2025)
Advancing Multiscale Structural Mapping for Alzheimer's Disease using Local Gyrification Index
by: Jang, Jinhee, et al.
Published: (2024)
by: Jang, Jinhee, et al.
Published: (2024)
Real-World fNIRS-Based Brain-Computer Interfaces: Benchmarking Deep Learning and Classical Models in Interactive Gaming
by: Ghalavand, Mohammad, et al.
Published: (2025)
by: Ghalavand, Mohammad, et al.
Published: (2025)
Training-Driven Representational Geometry Modularization Predicts Brain Alignment in Language Models
by: Liu, Yixuan, et al.
Published: (2026)
by: Liu, Yixuan, et al.
Published: (2026)
Structural Heterogeneity of the Drosophila Brain Network
by: Zhang, Xiaoyu, et al.
Published: (2025)
by: Zhang, Xiaoyu, et al.
Published: (2025)
Gyral-Sulcal-Net: An Integrated Network Representation of Brain Folding Patterns
by: Cao, Chao, et al.
Published: (2026)
by: Cao, Chao, et al.
Published: (2026)
Structural Brain Connectivity and Treatment Improvement in Mood Disorder
by: Dam, Sébastien, et al.
Published: (2024)
by: Dam, Sébastien, et al.
Published: (2024)
Motion-Invariant Variational Auto-Encoding of Brain Structural Connectomes
by: Zhang, Yizi, et al.
Published: (2022)
by: Zhang, Yizi, et al.
Published: (2022)
Brain Harmony: A Multimodal Foundation Model Unifying Morphology and Function into 1D Tokens
by: Dong, Zijian, et al.
Published: (2025)
by: Dong, Zijian, et al.
Published: (2025)
Single-Node Wilson--Cowan Model Accounts for Speech-Evoked $γ$-Band Deficits in Schizophrenia
by: Zhang, Zhengdi, et al.
Published: (2026)
by: Zhang, Zhengdi, et al.
Published: (2026)
Geometric Hyperscanning of Affect under Active Inference
by: Hinrichs, Nicolas, et al.
Published: (2025)
by: Hinrichs, Nicolas, et al.
Published: (2025)
Only Brains Align with Brains: Cross-Region Alignment Patterns Expose Limits of Normative Models
by: Höfling, Larissa, et al.
Published: (2026)
by: Höfling, Larissa, et al.
Published: (2026)
Learning Principles for Overcoming Non-ideal Factors in Brain
by: Feng, Da-Zheng, et al.
Published: (2026)
by: Feng, Da-Zheng, et al.
Published: (2026)
A New Brain Network Construction Paradigm for Brain Disorder via Diffusion-based Graph Contrastive Learning
by: Zong, Yongcheng, et al.
Published: (2024)
by: Zong, Yongcheng, et al.
Published: (2024)
The Homological Brain: Parity Principle and Amortized Inference
by: Li, Xin
Published: (2025)
by: Li, Xin
Published: (2025)
Multiscale Comparative Connectomics
by: Gopalakrishnan, Vivek, et al.
Published: (2020)
by: Gopalakrishnan, Vivek, et al.
Published: (2020)
Stability of Brain Functional Network During Working Memory Using Structural Balance Theory
by: Gourabi, Sepehr, et al.
Published: (2024)
by: Gourabi, Sepehr, et al.
Published: (2024)
Multiscale dynamical characterization of cortical brain states: from synchrony to asynchrony
by: Sanchez-Vives, Maria V., et al.
Published: (2025)
by: Sanchez-Vives, Maria V., et al.
Published: (2025)
Multiscale Functional Connectivity: Exploring the brain functional connectivity at different timescales
by: Morante, Manuel, et al.
Published: (2024)
by: Morante, Manuel, et al.
Published: (2024)
Random Effects Models for Understanding Variability and Association between Brain Functional and Structural Connectivity
by: Peng, Lingyi, et al.
Published: (2025)
by: Peng, Lingyi, et al.
Published: (2025)
Orangutan: A Multiscale Brain Emulation-Based Artificial Intelligence Framework for Dynamic Environments
by: Xie, Yong
Published: (2024)
by: Xie, Yong
Published: (2024)
Functional Brain-to-Brain Transformation with No Shared Data
by: Wasserman, Navve, et al.
Published: (2024)
by: Wasserman, Navve, et al.
Published: (2024)
From Density to Void: Why Brain Networks Fail to Reveal Complex Higher-Order Structures
by: Chung, Moo K., et al.
Published: (2025)
by: Chung, Moo K., et al.
Published: (2025)
Learning High-Order Relationships with Hypergraph Attention-based Spatio-Temporal Aggregation for Brain Disease Analysis
by: Hu, Wenqi, et al.
Published: (2025)
by: Hu, Wenqi, et al.
Published: (2025)
Bridging Brains and Models: MoE-Based Functional Lesions for Simulating and Rehabilitating Aphasia
by: Wang, Yifan, et al.
Published: (2025)
by: Wang, Yifan, et al.
Published: (2025)
Brain Learning Principles Utilizing Non-Ideal Factors in Neural Circuits
by: Feng, Da-Zheng, et al.
Published: (2026)
by: Feng, Da-Zheng, et al.
Published: (2026)
Multiscale cortical morphometry reveals pronounced regional and scale-dependent variations across the lifespan
by: Leiberg, Karoline, et al.
Published: (2023)
by: Leiberg, Karoline, et al.
Published: (2023)
Brain volume predicts survival of colliding-spreading messages on mammal brain networks
by: Hao, Yan, et al.
Published: (2025)
by: Hao, Yan, et al.
Published: (2025)
Freezing of Gait as a Complication of Pallidal Deep Brain Stimulation in DYT- KMT2B Patients with Evidence of Striatonigral Degeneration
by: Cif, Laura, et al.
Published: (2025)
by: Cif, Laura, et al.
Published: (2025)
Dark Signals in the Brain: Augment Brain Network Dynamics to the Complex-valued Field
by: Zhang, Jiangnan, et al.
Published: (2025)
by: Zhang, Jiangnan, et al.
Published: (2025)
Brain's Statistical Learning and its Embodied Mechanisms Towards Understanding Creativity and Individuality in Music
by: Daikoku, Tatsuya
Published: (2025)
by: Daikoku, Tatsuya
Published: (2025)
A Sensing Whole Brain Zebrafish Foundation Model for Neuron Dynamics and Behavior
by: Vegas, Sam Fatehmanesh, et al.
Published: (2025)
by: Vegas, Sam Fatehmanesh, et al.
Published: (2025)
Similar Items
-
Hierarchical Multiscale Structure-Function Coupling for Brain Connectome Integration
by: Chen, Jianwei, et al.
Published: (2026) -
Causal Emergence of Consciousness through Learned Multiscale Neural Dynamics in Mice
by: Wang, Zhipeng, et al.
Published: (2025) -
Brain Network Dynamics and Multiscale Modelling of Neurodegenerative Disorders: A Review
by: Shaheen, Hina, et al.
Published: (2024) -
Extracting the Multiscale Causal Backbone of Brain Dynamics
by: D'Acunto, Gabriele, et al.
Published: (2023) -
Deep multivariate autoencoder for capturing complexity in Brain Structure and Behaviour Relationships
by: Jiménez, Gabriela Gómez, et al.
Published: (2024)