001 A Noise Optimum in Rehearsal-Free Continual Learning: Isolation, Mechanism, and Scope OpenAlex Paper Gunner Levi Howe Jul 22 002 A Noise Optimum in Rehearsal-Free Continual Learning: Isolation, Mechanism, and Scope OpenAlex Paper Gunner Levi Howe Jul 22 003 Global graph features unveiled by unsupervised deep learning OpenAlex Paper Mirja Granfors, Jesús Pineda et al. Jul 20 004 Optimal Sampling and Reconstruction of Graph Signals in the Fractional Fourier Domain OpenAlex Paper Xiaopeng Cheng, Zhichao Zhang et al. Jul 17 005 BrainNormalizer: anatomy-informed pseudo-healthy brain reconstruction from tumor MRI via edge-guided ControlNet OpenAlex Paper Min Gu Kwak, Yeon‐Ju Lee et al. Jul 16 006 Evaluating Stability Assessment Methods for Decision Trees OpenAlex Paper Mirka Henninger, Florian Scharf et al. Jul 14 007 Evaluating Stability Assessment Methods for Decision Trees OpenAlex Paper Constantin Tobias Alexander Wiegand, Florian Scharf et al. Jul 14 008 Learning to rotate and diffuse: unified fractional operators for nonstationary graph dynamics OpenAlex Paper Zhiwen Ren, Ruizhe Zheng et al. Jul 13 009 Graph Bispectrum for Nonlinear Mode Interactions OpenAlex Paper Rahul Singh, Reza Abiri et al. Jul 12 010 Multi-view graph learning in brain network analysis: A survey OpenAlex Paper Jiaxing Xu, Xia Dong et al. Jul 10 011 Spatially adaptive neighborhood smoothing for directed sparse graphons OpenAlex Paper Behzad Aalipur Jul 8 012 ScaleSurfer: multi-scale anatomical segmentation and parcellation of the human brain OpenAlex Paper Ryan Hammonds, C H Jacky Chen et al. Jul 7 013 Accelerating AI-Driven Neuroimaging Research in Dementia OpenAlex Paper Lewis Hotchkiss, Chloe Tulip et al. Jul 6 014 HALO-GNN: hallucination-resistant temporal graph neural networks for dynamic community detection OpenAlex Paper Yanfei Ma, Daozheng Qu et al. Jul 6 015 Topological Coherence: Rust implementation of toroidal constraints for coherent inference OpenAlex Paper Cormier, Sylvain Jul 5 016 From promise to practice: Navigating the challenges of AI integration in clinical neurophysiology OpenAlex Paper Nortina Shahrizaila, Benjamin H. Brinkmann Jul 1 017 Lifespan trajectories of the brain’s functional complexity characterized by multiscale sample entropy OpenAlex Paper Dilmini Wijesinghe, Kirsten M. Lynch et al. Jul 1 018 GCBM-DCT-HV-Bio-NL-Grow-CHG-CSM-RHEC: A Unified Geometric, Biological, Causal, and Regenerative Framework for Mechanism-Aware Tissue and Connectome Modeling OpenAlex Paper Tao Xu, Zhixin Hu et al. Jun 29 019 TriMeta-BFNet: A Tri-Meta Stacked Atypical-Frequency Bayesian Fourier Neural Network for Hallucination-Resistant Community Detection OpenAlex Paper Daozheng Qu, Yanfei Ma et al. Jun 26 020 DyG-LA: Dynamic Graph Learning via Linear Attention and Recurrent Matrix States OpenAlex Paper Hayatullah Hassanpour, Josue Obregon Jun 25 021 DyG-LA: Dynamic Graph Learning via Linear Attention and Recurrent Matrix States OpenAlex Paper Hayatullah Hassanpour, Josue Obregon Jun 25 022 Attention as Reverse Diffusion: A Unified Geometric Control Law for Transformer Dynamics OpenAlex Paper Toshiaki Ogata Jun 24 023 Hyperelastic Regularization for Near-Diffeomorphic Transformer-Based Brain MRI Registration OpenAlex Paper Shiyi Xu, M.Z. Xu et al. Jun 24 024 Attention as Reverse Diffusion: A Unified Geometric Control Law for Transformer Dynamics OpenAlex Paper Toshiaki Ogata Jun 23 025 Attention as Reverse Diffusion: A Unified Geometric Control Law for Transformer Dynamics OpenAlex Paper Toshiaki Ogata Jun 23 026 Attention as Reverse Diffusion: A Unified Geometric Control Law for Transformer Dynamics OpenAlex Paper Toshiaki Ogata Jun 23 027 Attention as Reverse Diffusion: A Unified Geometric Control Law for Transformer Dynamics OpenAlex Paper Toshiaki Ogata Jun 23 028 Attention as Reverse Diffusion: A Unified Geometric Control Law for Transformer Dynamics OpenAlex Paper Toshiaki Ogata Jun 23 029 Attention as Reverse Diffusion: A Unified Geometric Control Law for Transformer Dynamics OpenAlex Paper Toshiaki Ogata Jun 23 030 Attention as Reverse Diffusion: A Unified Geometric Control Law for Transformer Dynamics OpenAlex Paper Toshiaki Ogata Jun 23 031 SBM With Multiple Samples: Improved Spectral Recovery OpenAlex Paper Sie Hendrata Dharmawan, Peter Chin Jun 23 032 16Trait.com Meta-Variant System™ (DMVR) Core Specification OpenAlex Paper Trenton Loomis Jun 22 033 16Trait.com Meta-Variant System™ (DMVR) Core Specification OpenAlex Paper Trenton Loomis Jun 22 034 Hybrid Graph-Theoretic and Evolutionary Optimisation Frameworks in Health Informatics: A Conceptual Review OpenAlex Paper M.A. Adelola, O. S. Adewale et al. Jun 22 035 SPECTRAL STABILITY OF DYNAMIC WEIGHTED HYPERGRAPHS UNDER NONLINEAR EDGE PERTURBATIONS OpenAlex Paper Basma Abdhadi Ibrahim Jun 22 036 Discriminative-to-Generative Bridging and Physics-Grounded Representation: A Candidate Framework for Signal-Faithful AI in Medical and Audio Domains OpenAlex Paper Saluca Agentic AI Research Team Jun 20 037 Discriminative-to-Generative Bridging and Physics-Grounded Representation: A Candidate Framework for Signal-Faithful AI in Medical and Audio Domains OpenAlex Paper Saluca Agentic AI Research Team Jun 20 038 Discriminative-to-Generative Bridging and Physics-Grounded Representation: A Candidate Framework for Signal-Faithful AI in Medical and Audio Domains OpenAlex Paper Saluca Agentic AI Research Team Jun 20 039 Explainable AI for MRI Alzheimer’s disease classification: A comparative analysis OpenAlex Paper Sanna Persson, Hugo Svenberg et al. Jun 19 040 Likelihood Inference for Latent Network Models under Snowball Sampling OpenAlex Paper Nurzhan Sapargali, Sergio Buttazzo et al. Jun 19 041 Orientation Over Capacity: Representational Vulnerability in Neural Networks via Symmetry Breaking OpenAlex Paper Csaba Balogh Jun 18 042 Manifold-Aware Inference Under Data Scarcity: How Resolution Agnosticism, Morphology Conditioning, Multimodal Fusion, Generative Augmentation, Amortized Optimization, and Channel-Based Dimensionality Reduction Jointly Define a Candidate Signal-Processing Framework for Low-Data Medical Imaging OpenAlex Paper Saluca Agentic AI Research Team Jun 17 043 16Trait.com Meta-Variant System™ (DMVR) Core Specification OpenAlex Paper Trenton Loomis Jun 16 044 16Trait.com Meta-Variant System™ (DMVR) Core Specification OpenAlex Paper Trenton Loomis Jun 16 045 Amortized Inference as a Unifying Design Principle: How Single-Pass Optimization, Resolution-Agnostic Encoding, Morphology-Conditioned Regression, Generative Augmentation, Flow-Based Correction, and Channel-Mediated Dimensionality Reduction Jointly Define a Candidate Framework for Compute-Efficient Medical Signal and Image Analysis OpenAlex Paper Saluca Agentic AI Research Team Jun 14 046 Decoupling forward and feedback flows: A dual-attention framework for relational inference OpenAlex Paper Juyuan Zhang, Xiaoxiao Liang et al. Jun 13 047 Optimal Network-Guided Covariate Selection for High-Dimensional Data Integration OpenAlex Paper Tao Shen, Wanjie Wang Jun 11 048 Persistent Geometric Memory Revisited: Residual Spatial Support, Not Velocity Memory, Explains Vanished-Source Localization OpenAlex Paper Thomas S. Mitchell Jun 11 049 Persistent Geometric Memory Revisited: Residual Spatial Support, Not Velocity Memory, Explains Vanished-Source Localization OpenAlex Paper Thomas S. Mitchell Jun 11 050 HESREN: A Derivative-Informed Reservoir Framework for Detecting Transient Neural Events and Windowless Estimation of Dynamic Functional Connectivity OpenAlex Paper Uğur Kadak Jun 10 051 A probabilistic generative framework for latent structure discovery in biological datasets OpenAlex Paper Gabriela Barros Jun 9 052 Forecasting Alzheimer’s disease progression via identity-preserved denoising diffusion generative adversarial network OpenAlex Paper Zhuangzhuang Li, Tongtong Che et al. Jun 9 053 Modeling and Data Analysis of Innovation Dynamics in Complex Human–AI–Content Networks: A Multimodal Graph Learning Approach OpenAlex Paper Zhou Fangzhou, Lin Fang et al. Jun 9 054 Fixed point compositionality via low-rank gluing rules in inhibition-dominated threshold-linear networks OpenAlex Paper Juliana Londono Alvarez Jun 5 055 LESE-EIA Structural Coherence Analysis in Solid Oncology: A Cross-Cancer Series — Breast, Colon, Lung, and Pancreatic Ductal Adenocarcinoma OpenAlex Paper Galliano Brigo Jun 4 056 LESE-EIA Structural Coherence Analysis in Solid Oncology: A Cross-Cancer Series — Breast, Colon, Lung, and Pancreatic Ductal Adenocarcinoma OpenAlex Paper Galliano Brigo Jun 4 057 Network Model Averaging Prediction for Latent Space Models by K-fold Edge Cross-Validation OpenAlex Paper Yan Zhang, Jun Liao et al. Jun 3 058 A Factorized Low-Rank RNN Framework for Uncovering Independent Neural Latent Dynamics and Connectivity. OpenAlex Paper Chengrui Li, Yunmiao Wang et al. Jun 2 059 Principal Components Decomposition of Fraction of Variance Explained in High Dimensional Linear Models with Strong Correlation OpenAlex Paper Man Luo, Chun Chieh Fan et al. Jun 2 060 Conformal outlier detection for multivariate functional data OpenAlex Paper Hyunsung Kim, Junyong Park Jun 1