应用 · neuroscience and cognitive science论文趋势 2023–2026
应用方向：neuroscience_and_cognitive_science
统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 2,033 篇被归入该主题的论文。
主要结论
- 应用 · neuroscience and cognitive science论文从 2023 年的 183 篇增长到 2026 年的 753 篇，三年间扩大到约 4.1 倍。
- NeurIPS 是发应用 · neuroscience and cognitive science论文最多的会议，2023–2026 年共 824 篇，占四个会议总量的 41%。
- 交叉方向里涨得最快的是扩散模型：同时属于两个主题的论文从 2023 年的 4 篇增至 2026 年的 44 篇。
- 在「应用领域」的 10 个主题里，它的 2026 年论文数排第 4；同组增长最快的应用 · health medicine是 61 倍，应用 · neuroscience and cognitive science是 4.1 倍。
各会议论文数
按年份和会议统计
| 年份 | NeurIPS | ICLR | ICML | CVPR | 合计 |
|---|---|---|---|---|---|
| 2023 | 66 | 44 | 49 | 24 | 183 |
| 2024 | 189 | 99 | 107 | 29 | 424 |
| 2025 | 342 | 151 | 157 | 23 | 673 |
| 2026 | 227 | 229 | 263 | 34 | 753 |
代表论文
按年份和会议均匀挑选，方便快速看到每一届的样貌
- NeurIPS 2026(Strongly) Replicable Distribution Testers imply High Probability Distribution Testers
- ICML 2026(Be Cautious!) Bio-Foundation Models Are Not Yet Robust to Biologically Plausible Perturbations and ML Transformations
- ICLR 2026A Biologically Plausible Dense Associative Memory with Exponential Capacity
- CVPR 2026Globscope Toward a Global View of the Loss Landscape
- NeurIPS 2025$\mu$PC: Scaling Predictive Coding to 100+ Layer Networks
- ICML 2025Can Biologically Plausible Temporal Credit Assignment Rules Match BPTT for Neural Similarity? E-prop as an Example
- ICLR 2025A Computational Framework for Modeling Emergence of Color Vision in the Human Brain
- CVPR 2025Blurred LiDAR for Sharper 3D: Robust Handheld 3D Scanning with Diffuse LiDAR and RGB
- NeurIPS 2024$\textit{NeuroPath}$: A Neural Pathway Transformer for Joining the Dots of Human Connectomes
- ICML 2024$\bf{\Phi}_\textrm{Flow}$: Differentiable Simulations for PyTorch, TensorFlow and Jax
- ICLR 2024A Cognitive Model for Learning Abstract Relational Structures from Memory-based Decision-Making Tasks
- CVPR 2024Efficient Detection of Long Consistent Cycles and its Application to Distributed Synchronization
- NeurIPS 2023Adaptive whitening with fast gain modulation and slow synaptic plasticity
- ICML 2023Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations
- ICLR 2023A framework for benchmarking Class-out-of-distribution detection and its application to ImageNet
- CVPR 20233D Line Mapping Revisited
- NeurIPS 2026$\mathrm{Bounded\mbox{-}RS}$: A Bounded Evaluation Protocol and Testbed for Representational Systematicity
- ICML 2026A hitchhiker's guide to Poisson gradient estimation
- ICLR 2026A Brain Graph Foundation Model: Pre-Training and Prompt-Tuning across Broad Atlases and Disorders
- CVPR 2026LASAR Towards Spatio-temporal Reasoning with Latent Cognitive Map
全部应用 · neuroscience and cognitive science论文
共 673 篇，第 10 / 14 页
- NeurIPS 2025Finding separatrices of dynamical flows with Deep Koopman Eigenfunctions
- NeurIPS 2025Flexible inference for animal learning rules using neural networks
- NeurIPS 2025FlowRefiner: A Robust Traffic Classification Framework against Label Noise
- NeurIPS 2025From Average-Iterate to Last-Iterate Convergence in Games: A Reduction and Its Applications
- NeurIPS 2025From Synapses to Dynamics: Obtaining Function from Structure in a Connectome Constrained Model of the Head Direction Circuit
- NeurIPS 2025Fully Autonomous Neuromorphic Navigation and Dynamic Obstacle Avoidance
- NeurIPS 2025FuXi-Ocean: A Global Ocean Forecasting System with Sub-Daily Resolution
- NeurIPS 2025Gaussian-Augmented Physics Simulation and System Identification with Complex Colliders
- NeurIPS 2025Generalizable Insights for Graph Transformers in Theory and Practice
- NeurIPS 2025Generalizable, real-time neural decoding with hybrid state-space models
- NeurIPS 2025Generalized and Invariant Single-Neuron In-Vivo Activity Representation Learning
- NeurIPS 2025Generating Computational Cognitive models using Large Language Models
- NeurIPS 2025Generating Creative Chess Puzzles
- NeurIPS 2025GeoRemover: Removing Objects and Their Causal Visual Artifacts
- NeurIPS 2025GSAlign: Geometric and Semantic Alignment Network for Aerial-Ground Person Re-Identification
- NeurIPS 2025Guided Diffusion Sampling on Function Spaces with Applications to PDEs
- NeurIPS 2025Heavy-Ball Momentum Method in Continuous Time and Discretization Error Analysis
- NeurIPS 2025HetSyn: Versatile Timescale Integration in Spiking Neural Networks via Heterogeneous Synapses
- NeurIPS 2025Hierarchical Frequency Tagging Probe (HFTP): A Unified Approach to Investigate Syntactic Structure Representations in Large Language Models and the Human Brain
- NeurIPS 2025High Resolution UDF Meshing via Iterative Networks
- NeurIPS 2025High-dimensional neuronal activity from low-dimensional latent dynamics: a solvable model
- NeurIPS 2025HyRF: Hybrid Radiance Fields for Memory-efficient and High-quality Novel View Synthesis
- NeurIPS 2025I2-NeRF: Learning Neural Radiance Fields Under Physically-Grounded Media Interactions
- NeurIPS 2025Identifying interactions across brain areas while accounting for individual-neuron dynamics with a Transformer-based variational autoencoder
- NeurIPS 2025Identifying multi-compartment Hodgkin-Huxley models with high-density extracellular voltage recordings
- NeurIPS 2025Image Stitching in Adverse Condition: A Bidirectional-Consistency Learning Framework and Benchmark
- NeurIPS 2025Implicit-ARAP: Efficient Handle-Guided Neural Field Deformation via Local Patch Meshing
- NeurIPS 2025Improved Approximation Algorithms for Chromatic and Pseudometric-Weighted Correlation Clustering
- NeurIPS 2025Improved Regret and Contextual Linear Extension for Pandora's Box and Prophet Inequality
- NeurIPS 2025In Silico Mapping of Visual Categorical Selectivity Across the Whole Brain
- NeurIPS 2025INC: An Indirect Neural Corrector for Auto-Regressive Hybrid PDE Solvers
- NeurIPS 2025Inference of Whole Brain Electrophysiological Networks Through Multimodal Integration of Simultaneous Scalp and Intracranial EEG
- NeurIPS 2025Inference with correlated priors using sisters cells
- NeurIPS 2025Inpainting the Neural Picture: Inferring Unrecorded Brain Area Dynamics from Multi-Animal Datasets
- NeurIPS 2025InstaInpaint: Instant 3D-Scene Inpainting with Masked Large Reconstruction Model
- NeurIPS 2025Interpretable Next-token Prediction via the Generalized Induction Head
- NeurIPS 2025Intrinsic Goals for Autonomous Agents: Model-Based Exploration in Virtual Zebrafish Predicts Ethological Behavior and Whole-Brain Dynamics
- NeurIPS 2025IPSI: Enhancing Structural Inference with Automatically Learned Structural Priors
- NeurIPS 2025Is Limited Participant Diversity Impeding EEG-based Machine Learning?
- NeurIPS 2025Is Your Diffusion Model Actually Denoising?
- NeurIPS 2025Jacobian-Based Interpretation of Nonlinear Neural Encoding Model
- NeurIPS 2025Johnson-Lindenstrauss Lemma Beyond Euclidean Geometry
- NeurIPS 2025Joint Modeling of fMRI and EEG Imaging Using Ordinary Differential Equation-Based Hypergraph Neural Networks
- NeurIPS 2025Kernel Regression in Structured Non-IID Settings: Theory and Implications for Denoising Score Learning
- NeurIPS 2025Know Thyself by Knowing Others: Learning Neuron Identity from Population Context
- NeurIPS 2025Large Language Models as Model Organisms for Human Associative Learning
- NeurIPS 2025Large Language Models Think Too Fast To Explore Effectively
- NeurIPS 2025Learning Dynamics of RNNs in Closed-Loop Environments
- NeurIPS 2025Learning Efficient Fuse-and-Refine for Feed-Forward 3D Gaussian Splatting
- NeurIPS 2025Learning from positive and unlabeled examples -Finite size sample bounds
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用 paperlist 查应用 · neuroscience and cognitive science在 NeurIPS 2023–2026 的论文趋势，哪一年涨得最快？
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常见问题
- 2023–2026 年四大会议一共有多少篇应用 · neuroscience and cognitive science论文？
- 共 2,033 篇，按年份分别是 2023 年 183 篇、2024 年 424 篇、2025 年 673 篇、2026 年 753 篇。
- NeurIPS 2026 有多少篇应用 · neuroscience and cognitive science论文？
- NeurIPS 2026 有 227 篇应用 · neuroscience and cognitive science论文，上一届是 342 篇。
- ICLR 2026 有多少篇应用 · neuroscience and cognitive science论文？
- ICLR 2026 有 229 篇应用 · neuroscience and cognitive science论文，上一届是 151 篇。
- ICML 2026 有多少篇应用 · neuroscience and cognitive science论文？
- ICML 2026 有 263 篇应用 · neuroscience and cognitive science论文，上一届是 157 篇。
- CVPR 2026 有多少篇应用 · neuroscience and cognitive science论文？
- CVPR 2026 有 34 篇应用 · neuroscience and cognitive science论文，上一届是 23 篇。
- 哪个会议的应用 · neuroscience and cognitive science论文最多？
- NeurIPS，2023–2026 年共 824 篇。