Human Brain Networks

Ask about this topic

Momentum

5 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 36

All topics
CardsList

  1. BrainNet Studio: A Unified Toolkit for Brain Network Construction, Intelligent Analysis, and Visualization

    Sep 29, 2026Xiwei Zeng, Shengrong Li, Yiheng Liu +3Human Brain NetworksConnectome

    College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China · School of Computer Science and Technology, Harbin Institute of Technology, Harbin, China

  2. Information Bottleneck-Guided Adaptive Hypergraph Transformer for Brain Disease Diagnosis

    Sep 29, 2026Jingxi Feng, Xudong Chen, Yifan Zhang +5Human Brain NetworksHypergraphs

  3. Beyond Site Agreement: Re-estimation for Brain Network Generalization

    Sep 28, 2026Yingxu Wang, Kunyu Zhang, Yanwu Yang3 +4Functional ConnectivityHuman Brain Networks

    Mohamed bin Zayed University of Artificial Intelligence · Zhengzhou University · University Hospital Tübingen +3

  4. A Spiking Neural Network Model of Elementary Self-Consciousness via Endogenous Default Mode Network Dynamics

    Sep 24, 2026R. Lahoz-BeltraSpiking Neural NetworksHuman Brain Networks

    Modeling, Data Analysis and Computational Tools for Biology Research Group, Complutense University of Madrid, 28040 Madrid, Spain · The Crazy Lab©, Madrid, Spain.

  5. The Platonic brain bridge hypothesis: human brain networks as an architectural prior for multimodal large language models

    Sep 10, 2026Pengfei Zhang, Biao Tian, Xiangang Li +1Human Brain NetworksArtificial Intelligence Models

    AI Thrust, Information Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China. · Alibaba Token Hub, Alibaba Group, Beijing, China.

  6. Photonic reservoir computing with complex networks

    Jul 25, 2026Sion Park, Kohei Watabe, Satoshi Sunada +2Reservoir ComputingReservoir

    Department of Information and Computer Sciences, Saitama University, 255 Shimo-okubo, Sakura-ku, Saitama City, Saitama 338-8570, Japan · Faculty of Mechanical Engineering, Institute of Science and Engineering, Kanazawa University, Kakuma-machi, Kanazawa, Ishikawa, 920-1192, Japan

  7. When Language Models Meet NeuroGraphs: Exploring Enhanced Agentic LLM Framework Towards Brain Network Analysis

    Jul 24, 2026Jiaxing Li, Rui Dong, Muyao Tang +1Human Brain NetworksConnectome

    School of Computer Science and Engineering, Southeast University

  8. FSDBN: Foreground-Aware EEG-Visual Alignment via Dynamic Brain Networks

    Jul 20, 2026Yiheng Liu, Chuhang Zheng, Peiliang Gong +3Electroencephalography DecodingHuman Brain Networks

    College of Artificial Intelligence, Nanjing University of Aeronautics and Astronautics, Nanjing, China · The International Joint Institute of Tianjin University, Fuzhou, Tianjin University, Tianjin, China

  9. Contravariance Theory: Strong Alignment for Minimal Solutions to Hard Tasks

    Jul 9, 2026Dan Yamins, Aran NayebiNeuroevolutionHuman Brain Networks

    Departments of Computer Science and Psychology, and Wu Tsai Neurosciences Institute, Stanford University, Stanford, CA 94305 USA · Machine Learning Department, Neuroscience Institute, and Robotics Institute, Carnegie Mellon University, Pittsburgh, PA 15213 USA

  10. MVMGNN;Multi-View Masked Graph Neural Network for Alzheimer's Disease Diagnosis using Structural MRI

    Jul 8, 2026Ni Yao, Zhenxu Wang, Danyang Sun +6AlzheimerHuman Brain Networks

    School of Computer Science and Technology, Zhengzhou University of Light Industry, Zhengzhou 450002, Henan, China · Department of Computer Science, Kennesaw State University Marietta, GA, USA · Department of Applied Computing, Michigan Technological University, Houghton, MI, USA +1

  11. Navigating Hierarchy: Hyperbolic Learning on Brain Graphs for Disorder Diagnosis

    Jul 8, 2026Yapeng Li, Bo Jiang, Ziyan Zhang +2Human Brain NetworksHyperbolic Learning

    School of Computer Science and Technology, Anhui University, 111 Jiulong Road, Hefei, 230601, China

  12. A Granularity-Aware EEG Feature Framework for Psychopathology Dimension Prediction

    Jul 2, 2026Haofan Cheng, Jingjing Hu, Jingrong Pei +6ElectroencephalographyNeuroscience

    School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, 230601, China · Preventive Medicine Institute & Medical Innovation Center, The Fourth Military Medical University, Xi’an, 710032, China · Key Laboratory of Knowledge Engineering with Big Data (Ministry of Education of China), Hefei University of Technology, Hefei, 230601, China

  13. SA-HGNN: Sample-Adaptive Hyperbolic Graph Neural Network for EEG-Based Depression Recognition

    Jul 2, 2026Yang Li, Pan Hu, Yan Zhang +3Human Brain NetworksElectroencephalography

    School of Software Engineering, Huazhong University of Science and Technology, Wuhan, Hubei, China

  14. SABER: A Semantic-Aligned Brain Network Analysis Framework via Multi-scale Hypergraphs

    Jul 2, 2026Yidan Xu, Xiangmin Han, Rundong Xue +1Human Brain NetworksHierarchical Semantic Alignment

    Hangzhou Dianzi University, China · Tsinghua University, China · Xi’an Jiaotong University, China

  15. Progressive Self-Supervised Learning with Individualized Community Assignment for Brain Network Analysis

    Jun 29, 2026Hairui Chen, Yanwu Yang, Jianfeng Cao +3Human Brain NetworksSelf-Supervised Learning

    Harbin Institute of Technology at Shenzhen, Shenzhen, China · Peng Cheng Laboratory, Shenzhen, China · University of Tübingen, Tübingen, Germany +1

  16. BrainRiem: Riemannian Prototype Learning for Source-Free Cross-Site Brain Network Diagnosis

    Jun 28, 2026Kunyu Zhang, Tianxiang XuHuman Brain NetworksDomain Adaptation

    Zhengzhou University, Zhengzhou 450000, China · Peking University, Beijing 102600, China

  17. BrainWorld: A Structural-Prior-Conditioned Generative Model for Whole-Brain 4D fMRI Dynamics

    Jun 16, 2026Junfeng Xia, Wenhao Ye, Junxiang Zhang +3Human Brain Networks4D Generation

    Department of Biomedical Engineering, Southern University of Science and Technology, China · School of Biomedical Engineering, Shenzhen University, China

  18. DynFS-MoE: Dynamic Functional-Structural Mixture-of-Experts for Post-Traumatic Epilepsy Diagnosis

    Jun 15, 2026Jun-En Ding, Spencer Chen, Henry Noren +6Seizure DetectionHuman Brain Networks

    Department of Industrial and Systems Engineering, Rutgers University, Piscataway, NJ, USA · Department of Systems Engineering, Stevens Institute of Technology, Hoboken, NJ, USA

  19. Flow Matching with In-Context Priors for Out-of-Distribution Brain Dynamics

    Jun 10, 2026Sam Gijsen, Michał Łukomski, Marc-André Schulz +1Functional Magnetic Resonance ImagingGenerative Models

    Hertie Institute for AI in Brain Health, University of Tübingen, Germany · Tübingen AI Center, University of Tübingen, Germany · Charité – Universitätsmedizin Berlin, Department of Psychiatry and Psychotherapy, Germany +1

  20. Multi-Modal Graph Neural Network with Transformer-Guided Adaptive Diffusion for Preclinical Alzheimer Classification

    Jun 2, 2026Jaeyoon Sim, Minjae Lee, Guorong Wu +1AlzheimerHuman Brain Networks

    Pohang University of Science and Technology, Pohang, South Korea · University of North Carolina at Chapel Hill, Chapel Hill, USA

  21. Learning Multi-Scale Hypergraph for High-Order Brain Connectivity Analysis

    Jun 2, 2026Jaeyoon Sim, Soojin Hwang, Seunghun Baek +2Human Brain NetworksFunctional Connectivity

    Pohang University of Science and Technology (POSTECH), Pohang, South Korea · University of North Carolina at Chapel Hill, Chapel Hill, USA

  22. GL-LFGNN:A Global-Local Dual-branch Causal Graph Neural Network Based on Liang-Kleeman Information Flow for EEG Emotion Recognition

    May 24, 2026Ziyi Wang, Dongyang KuangElectroencephalographyHuman Brain Networks

  23. Riemannian geometry meets fMRI: the advantages of modeling correlation manifolds and eigenvector subspaces

    May 21, 2026Mario Severino, Manuela Moretto, Robert A. McCutcheon +1Full-Rank Correlation MatricesHuman Brain Networks

    Department of Information Engineering, University of Padova, Padova, Italy · Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience (IoPPN), King’s College London, London, United Kingdom · Department of Psychiatry, University of Oxford, Warneford Hospital, Warneford Ln, Headington, Oxford OX3 7JX, United Kingdom +2

  24. BrainDyn: A Sheaf Neural ODE for Generative Brain Dynamics

    May 19, 2026Siddharth Viswanath, Panayiotis Ketonis, Chen Liu +3Human Brain NetworksNeural Dynamics

    1Yale University · 2Boise State University · University of Wisconsin–Madison

  25. FPED: A Functional-Network Prior-Guided Mixture-of-Experts Framework for Interpretable Brain Decoding

    May 19, 2026Yudan Ren, Pengcheng Shi, Zihan Ma +2Human Brain NetworksFunctional Magnetic Resonance Imaging

    School of Electronic Information (School of Artificial Intelligence), Northwest University, Xi’an 710127, China

  26. Isolating Nonlinear Independent Sources in fMRI with ββ-TCVAE Models

    May 15, 2026Qiang Li, Shujian Yu, Jesus Malo +3Functional Magnetic Resonance ImagingHuman Brain Networks

    1Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, and Emory University, Atlanta, GA, USA · Department of Computer Science, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands · 3Image Processing Laboratory, University of Valencia, Valencia, Spain +2

  27. Supervised Deep Multimodal Matrix Factorization for Interpretable Brain Network Analysis

    May 13, 2026Amjad Seyedi, Lifang He, Songlin Zhao +2Human Brain NetworksRestricted Bernoulli Matrix Factorization

    Dept. of Mathematics & Operational Research University of Mons, Mons, Belgium · Dept. of Computer Science & Engineering Lehigh University, Bethlehem, PA, USA · Dept. of Industrial & Systems Engineering Lehigh University, Bethlehem, PA, USA

  28. NeuroGAN-3D: Enhancing Intrinsic Functional Brain Networks via High-Fidelity 3D Generative Super-Resolution

    May 8, 2026M. Moein Esfahani, Sepehr Salem Ghahfarokhi, Mohammed Alser +2Multimodal NeuroimagingHuman Brain Networks

    1 2 Georgia State University, Atlanta, GA, USA · 2 1 Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, Emory University, Atlanta, GA, USA

  29. Learning beyond Site Bias for OOD Generalization in Brain Networks

    May 7, 2026Yingxu Wang, Kunyu Zhang, Yanwu Yang +5Human Brain NetworksFunctional Connectivity

    Zhengzhou University · City University of Hong Kong

  30. Modeling Higher-Order Brain Interactions via a Multi-View Information Bottleneck Framework for fMRI-based Psychiatric Diagnosis

    Apr 20, 2026Kunyu Zhang, Qiang Li, Vince D. Calhoun +1Human Brain NetworksHypergraphs

    Department of Computer Science, Vrije Universiteit Amsterdam, Amsterdam, 1081 HV, The Netherlands · Tri-Institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State University, Georgia Institute of Technology, and Emory University, Atlanta, GA, 30303, USA · Department of Physics and Technology, UiT - The Arctic University of Norway, Tromsø, 9019, Norway

  31. A Unified Geometric Space for Topological Alignment Between Transformer-Based Models and Human Brain Networks

    Oct 28, 2025Silin Chen, Yuzhong Chen, Caiwei Wang +9Human Brain NetworksTransformer Attention

    The Clinical Hospital of Chengdu Brain Science Institute, MOE-K Lab for NeuroInformation, Brain-Apparatus Communication Institute, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu. 611731, China. · School of Automation, Northwestern Polytechnical University, Xi’an 710072, China. · Department of Biomedical Engineering, New Jersey Institute of Technology, Newark, NJ 07102, USA. +1

  32. Variational Mixture of Graph Neural Experts for Alzheimer's Disease Recognition across Frequency Bands in EEG Brain Networks

    Oct 13, 2025Jun-En Ding, Anna Zilverstand, Shihao Yang +2AlzheimerElectroencephalography

    Department of Industrial and Systems Engineering, Rutgers University, Piscataway, NJ, USA · Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, USA · Institute of Brain Science, College of Medicine, National Yang-Ming Chiao Tung University, Taipei City, Taiwan

  33. On a Geometry of Interbrain Networks

    Sep 12, 2025Nicolás Hinrichs, Noah Guzmán, Melanie WeberHuman Brain NetworksNeuroscience

    Neural Data Science and Statistical Computing Group, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany · Embodied Cognitive Science Unit, Okinawa Institute of Science and Technology, Okinawa, Japan · Independent Scholar +1

  34. Explainable Graph-theoretical Machine Learning with Application to Alzheimer's Disease Prediction

    Mar 20, 2025Narmina Baghirova, Duy-Thanh Vũ, Duy-Cat Can +6AlzheimerHuman Brain Networks

    Department of Informatics, University of Fribourg, Fribourg, Switzerland · Platform of Bioinformatics, Lausanne University Hospital (CHUV), Lausanne, Switzerland · Faculty of Biology and Medicine, University of Lausanne, Lausanne, Switzerland

  35. MAME: Multidimensional Adaptive Metamer Exploration with Human Perceptual Feedback

    Mar 17, 2025Mina Kamao, Hayato Ono, Ayumu Yamashita +2Visual PerceptionHuman Brain Networks

    Graduate School of Information Science and Technology The University of Tokyo, Tokyo, Japan · Graduate School of Information Science and Technology Hokkaido University, Hokkaido, Japan · Prometech CG Research, Tokyo, Japan

  36. Interpretable factorization of clinical questionnaires to identify latent factors of psychopathology

    Dec 12, 2023Ka Chun Lam, Francisco Pereira, Bridget W Mahony +1Exploratory Factor AnalysisPsychometric Properties

    Machine Learning Core National Institute of Mental Health, National Institutes of Health · Section on Developmental Neurogenomics, Human Genetics Branch National Institute of Mental Health, National Institutes of Health