Neural Processes

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2 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. From Drops to Grid: Noise-Aware Spatio-Temporal Neural Process for Rainfall Estimation

    May 7, 2026Rafael Pablos Sarabia, Joachim Nyborg, Morten Birk +1Neural Processes

    Dept. Comp. Sc., Aarhus University & Cordulus · Cordulus · Dept. of Comp. Science, Aarhus University

  2. Interpreting V1 Population Activity via Image-Neural Latent Representation Alignment

    May 5, 2026Xin Wang, Zhuangzhi Gao, Hongyi Qin +3Contrastive LearningNeural Processes

    School of Psychological and Cognitive Sciences, Peking University, Beijing, China · Department of Primary Care and Mental Health, University of Liverpool, Liverpool, United Kingdom · Liverpool Centre for Cardiovascular Science, University of Liverpool, Liverpool, United Kingdom +2

  3. Learning reveals invisible structure in low-rank RNNs

    May 5, 2026Yoav Ger, Omri BarakNeural ProcessesRecurrent Neural Networks

    Ruth and Bruce Rappaport Faculty of Medicine and Network Biology Research Laboratory Technion – Israel Institute of Technology, Haifa, Israel

  4. Causal Learning with Neural Assemblies

    Apr 29, 2026Evangelia Kopadi, Dimitris KallesNeural ProcessesCausal Discovery

    Hellenic Open University Greece

  5. Emergent Self-Attention from Astrocyte-Gated Associative Memory Dynamics

    Apr 28, 2026Arnau Vivet, Alex ArenasSoftmax AttentionDynamical Systems

    1Departament d’Enginyeria Inform`atica i Matem`atiques, Universitat Rovira i Virgili, 43007 Tarragona, Spain · 2Complexity Science Hub Vienna, Metternichgasse 8, 1030 Vienna, Austria

  6. ZenBrain: A Neuroscience-Inspired 7-Layer Memory Architecture for Autonomous AI Systems

    Apr 26, 2026Alexander BeringMemorization in Language ModelsNeural Processes

    Zensation AI

  7. Learning Hippo: Multi-attractor Dynamics and Stability Effects in a Biologically Detailed CA3 Extension of Hopfield Networks

    Apr 22, 2026Daniele Corradetti, Renato CorradettiDynamical SystemsNeural Processes

    Grupo de Física Matemática Instituto Superior Técnico Av. Rovisco Pais, 1049-001 Lisboa, Portugal · Dipartimento di Neuroscienze, Psicologia, Area del Farmaco e Salute del Bambino (NEUROFARBA) Università di Firenze, Italy22

  8. On the Conditioning Consistency Gap in Conditional Neural Processes

    Apr 21, 2026Robin YoungNeural ProcessesConditional Generative Modeling

    Department of Computer Science and Technology University of Cambridge

  9. On the Emergence of Syntax by Means of Local Interaction

    Apr 20, 2026Zichao WeiNeural Cellular AutomataNeural Processes

    Saarland University

  10. AI Mental Models: Learned Intuition and Deliberation in a Bounded Neural Architecture

    Mar 23, 2026Laurence AnthonyLogical ReasoningComputational Cognitive Modeling

    School of Creative Science and Engineering Faculty of Science and Engineering Waseda University

  11. The Metric Slingshot: Navigational Reuse as Width-Optimal Structural Decoupling in Continual Learning

    Mar 16, 2026Xin LiNeural ProcessesContinual Learning

    Department of Computer Science University at Albany, SUNY Albany, NY 12222, USA

  12. SHINE: Sequential Hierarchical Integration Network for EEG and MEG

    Feb 27, 2026Xiran Xu, Yujie Yan, Songyi Li +4ElectroencephalographyNeural Processes

    Speech and Hearing Research Center, School of Intelligence Science and Technology, Peking University, China · National Key Laboratory of General Artificial Intelligence, China · Center for BioMed-X Research, Academy for Advanced Interdisciplinary Studies, Peking University, China

  13. Teaching signal synchronization in deep neural networks with prospective neurons

    Nov 18, 2025Nicolas Zucchet, Qianqian Feng, Axel Laborieux +3Neural ProcessesTemporal Credit Assignment

    Computer Science Department, ETH Zürich · Gatsby Computational Neuroscience Unit, University College London · Friedrich Miescher Institute for Biomedical Research +3

  14. Dynamical stability for dense patterns in attractor neural networks

    Jul 14, 2025Uri Cohen, Máté LengyelDynamical SystemsNeural Processes

    Computational and Biological Learning Lab, Department of Engineering, University of Cambridge, Cambridge, UK · Center for Cognitive Computation, Department of Cognitive Science, Central European University, Budapest, Hungary

  15. ELiSe: Efficient Learning of Sequences in Structured Recurrent Networks

    Feb 26, 2024Laura Kriener, Ben von Hünerbein, Kristin Spicher +5Neural ProcessesRecurrent Neural Networks

    Department of Physiology, University of Bern, 3012 Bern, Switzerland. · Institute of Neuroinformatics, University of Zurich and ETH Zurich, 8057 Zurich, Switzerland. · Catlab Engineering GmbH, 82284 Grafrath, Germany.

  16. A Gradient-based yet Spike-Timing-Dependent Solution to the Feedback Learning Problem in Neural Microcircuits

    Date pendingXiangnan Zhang, Jingxin Liu, Ranqi Lu +6Neural ProcessesTemporal Credit Assignment

    School of Future Technologies, Beijing Institute of Technology, Beijing, 100081, China. · Key Laboratory of Brain Health Intelligent Evaluation and Intervention (Beijing Institute of Technology), Ministry of Education, Beijing, 100081, China. · School of Medical Technology, Beijing Institute of Technology, Beijing, 100081, China. +5