Image de couverture de livre

Emergent Language Symbolic Autoencoder (ELSA) with Weak Supervision to Model Hierarchical Brain Networks

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Latheef, Ammar Ahmed Pallikonda, Santamaria-Pang, Alberto, Jones, Craig K, Sair, Haris I
Format:	Preprint
Publié:	2024
Sujets:	Neurons and Cognition Artificial Intelligence Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Emergent Spatiotemporal Dynamics in Large-Scale Brain Networks with Next Generation Neural Mass Models
par: Delicado, Rosa Maria, et autres
Publié: (2025)

Sex Differences in Hierarchical and Modular Organization of Functional Brain Networks: Insights from Hierarchical Entropy and Modularity Analysis
par: Chen, Wenyu, et autres
Publié: (2024)

Counterfactual Analysis of Brain Network Dynamics
par: Chung, Moo K., et autres
Publié: (2026)

Emergence of Language in the Developing Brain
par: Evanson, Linnea, et autres
Publié: (2025)

Structural Heterogeneity of the Drosophila Brain Network
par: Zhang, Xiaoyu, et autres
Publié: (2025)

Dark Signals in the Brain: Augment Brain Network Dynamics to the Complex-valued Field
par: Zhang, Jiangnan, et autres
Publié: (2025)

A Novel Brain-Computer Interface Architecture: The Brain-Muscle-Hand Interface for replicating the motor pathway
par: Ye, Sun, et autres
Publié: (2025)

From Density to Void: Why Brain Networks Fail to Reveal Complex Higher-Order Structures
par: Chung, Moo K., et autres
Publié: (2025)

Topological Embedding of Human Brain Networks with Applications to Dynamics of Temporal Lobe Epilepsy
par: Chung, Moo K., et autres
Publié: (2024)

A New Brain Network Construction Paradigm for Brain Disorder via Diffusion-based Graph Contrastive Learning
par: Zong, Yongcheng, et autres
Publié: (2024)

Optimal Griffiths Phase in Heterogeneous Human Brain Networks: Brain Criticality Embracing Stability and Flexibility across Individuals
par: Wu, Kejian, et autres
Publié: (2025)

Intrinsic Brain Networks Underlying the Experience and Expression of Subclinical Anxiety
par: Kinger, Shruti, et autres
Publié: (2026)

Identifying Influential nodes in Brain Networks via Self-Supervised Graph-Transformer
par: Kang, Yanqing, et autres
Publié: (2024)

Gyral-Sulcal-Net: An Integrated Network Representation of Brain Folding Patterns
par: Cao, Chao, et autres
Publié: (2026)

Brain Network Dynamics and Multiscale Modelling of Neurodegenerative Disorders: A Review
par: Shaheen, Hina, et autres
Publié: (2024)

Relaxing in Warped Spaces: Generalized Hierarchical and Modular Dynamical Neural Network
par: Tsutsumi, Kazuyoshi, et autres
Publié: (2026)

Path to Intelligence: Measuring Similarity between Human Brain and Large Language Model Beyond Language Task
par: Ngo, Doai, et autres
Publié: (2025)

Functional Brain-to-Brain Transformation with No Shared Data
par: Wasserman, Navve, et autres
Publié: (2024)

Stability of Brain Functional Network During Working Memory Using Structural Balance Theory
par: Gourabi, Sepehr, et autres
Publié: (2024)

Triple Configuration of Brain Networks Based on Recurrent Neural Networks: The Synergistic Effects of Exogenous Stimuli, Task Demands, and Spontaneous Activity
par: Yang, Binghao, et autres
Publié: (2026)

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

The Predictive Brain: Neural Correlates of Word Expectancy Align with Large Language Model Prediction Probabilities
par: Kölbl, Nikola, et autres
Publié: (2025)

Emergent rate-based dynamics in duplicate-free populations of spiking neurons
par: Schmutz, Valentin, et autres
Publié: (2023)

Mapping Brain-Behavior Correlations in Autism Using Heat Kernel Smoothing
par: Chung, Moo K., et autres
Publié: (2025)

Hierarchically Modular Dynamical Neural Network Relaxing in a Warped Space: Basic Model and its Characteristics
par: Tsutsumi, Kazuyoshi, et autres
Publié: (2022)

Hodge-Decomposition of Functional Brain Networks
par: Anand, D. Vijay, et autres
Publié: (2022)

Brain Morphology Normative modelling platform for abnormality and Centile estimation: Brain MoNoCle
par: Little, Bethany, et autres
Publié: (2024)

DB-GNN: Dual-Branch Graph Neural Network with Multi-Level Contrastive Learning for Jointly Identifying Within- and Cross-Frequency Coupled Brain Networks
par: Wang, Xiang, et autres
Publié: (2025)

Correlation of Correlation Networks: High-Order Interactions in the Topology of Brain Networks
par: Li, Qiang, et autres
Publié: (2024)

Testing the Brain Wave Hypothesis
par: Worden, Robert
Publié: (2024)

Functional Whole-Brain Models: A New Framework for Unifying Brain Structure and Cognitive Function
par: Senden, Mario, et autres
Publié: (2026)

BrainCognizer: Brain Decoding with Human Visual Cognition Simulation for fMRI-to-Image Reconstruction
par: Sun, Guoying, et autres
Publié: (2025)

Only Brains Align with Brains: Cross-Region Alignment Patterns Expose Limits of Normative Models
par: Höfling, Larissa, et autres
Publié: (2026)

Hierarchical Multiscale Structure-Function Coupling for Brain Connectome Integration
par: Chen, Jianwei, et autres
Publié: (2026)

A Network of Biologically Inspired Rectified Spectral Units (ReSUs) Learns Hierarchical Features Without Error Backpropagation
par: Qin, Shanshan, et autres
Publié: (2025)

Graph Autoencoders for Embedding Learning in Brain Networks and Major Depressive Disorder Identification
par: Noman, Fuad, et autres
Publié: (2021)

Joint-Embedding Masked Autoencoder for Self-supervised Learning of Dynamic Functional Connectivity from the Human Brain
par: Choi, Jungwon, et autres
Publié: (2024)

Sketching a Space of Brain States
par: Mannone, Maria, et autres
Publié: (2026)

Imaging the Topology of Dynamic Brain Connectivity
par: He, Peilin, et autres
Publié: (2025)

Parallel Neuron Groups in the Drosophila Brain
par: Worden, Robert
Publié: (2025)