{"total":15,"rows":[{"id":"2405.19206","title":"Matrix Manifold Neural Networks++","created":"2024-05-29","cited_by_count":13,"area":null},{"id":"2504.18882","title":"SPD Matrix Learning for Neuroimaging Analysis: Perspectives, Methods, and Challenges","created":"2025-04-26","cited_by_count":6,"area":null},{"id":"2601.01097","title":"Neural Networks on Symmetric Spaces of Noncompact Type","created":"2026-01-03","cited_by_count":6,"area":null},{"id":"2309.07159","title":"A Strong and Simple Deep Learning Baseline for BCI MI Decoding","created":"2023-09-11","cited_by_count":5,"area":null},{"id":"2403.05645","title":"Geometric Neural Network based on Phase Space for BCI-EEG decoding","created":"2024-03-08","cited_by_count":5,"area":null},{"id":"2603.00618","title":"Multi-Domain Riemannian Graph Gluing for Building Graph Foundation Models","created":"2026-02-28","cited_by_count":5,"area":null},{"id":"2407.20250","title":"Riemannian Geometry-Based EEG Approaches: A Literature Review","created":"2024-07-19","cited_by_count":3,"area":null},{"id":"2604.20308","title":"Sheaf Neural Networks on SPD Manifolds: Second-Order Geometric Representation Learning","created":"2026-04-22","cited_by_count":3,"area":null},{"id":"2503.23653","title":"Scalable Geometric Learning with Correlation-Based Functional Brain Networks","created":"2025-03-31","cited_by_count":2,"area":null},{"id":"2606.29200","title":"BrainRiem: Riemannian Prototype Learning for Source-Free Cross-Site Brain Network Diagnosis","created":"2026-06-28","cited_by_count":2,"area":null},{"id":"2401.14381","title":"Manifold GCN: Diffusion-based Convolutional Neural Network for Manifold-valued Graphs","created":"2024-01-25","cited_by_count":1,"area":null},{"id":"2506.13222","title":"NeuroPhysNet: A FitzHugh-Nagumo-Based Physics-Informed Neural Network Framework for Electroencephalograph (EEG) Analysis and Motor Imagery Classification","created":"2025-06-16","cited_by_count":0,"area":null},{"id":"2602.22981","title":"RepSPD: Enhancing SPD Manifold Representation in EEGs via Dynamic Graphs","created":"2026-02-26","cited_by_count":0,"area":null},{"id":"2605.05212","title":"MPNet: A Robust and Efficient Manifold Pooling Network for Multi-Rhythm EEG Signal Decoding","created":"2026-04-11","cited_by_count":0,"area":null},{"id":"2606.06104","title":"A Sliced-Wasserstein Framework on Correlation Matrices for EEG Decoding","created":"2026-06-04","cited_by_count":0,"area":null}],"next_cursor":null}