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 576 篇，第 11 / 12 页
- ICML 2024Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits
- ICML 2024Revisiting Scalable Hessian Diagonal Approximations for Applications in Reinforcement Learning
- ICML 2024Riemannian Accelerated Zeroth-order Algorithm: Improved Robustness and Lower Query Complexity
- ICML 2024Riemannian coordinate descent algorithms on matrix manifolds
- ICML 2024Self-cognitive Denoising in the Presence of Multiple Noisy Label Sources
- ICML 2024Semantically-correlated memories in a dense associative model
- ICML 2024SILVER: Single-loop variance reduction and application to federated learning
- ICML 2024Simultaneous identification of models and parameters of scientific simulators
- ICML 2024SleepFM: Multi-modal Representation Learning for Sleep Across Brain Activity, ECG and Respiratory Signals
- ICML 2024Solving Poisson Equations using Neural Walk-on-Spheres
- ICML 2024Sparse Dimensionality Reduction Revisited
- ICML 2024StackSight: Unveiling WebAssembly through Large Language Models and Neurosymbolic Chain-of-Thought Decompilation
- ICML 2024Stationarity without mean reversion in improper Gaussian processes
- ICML 2024Statistical Properties of Robust Satisficing
- ICML 2024Subhomogeneous Deep Equilibrium Models
- ICML 2024Supervised Matrix Factorization: Local Landscape Analysis and Applications
- ICML 2024The Non-linear $F$-Design and Applications to Interactive Learning
- ICML 2024The WMDP Benchmark: Measuring and Reducing Malicious Use with Unlearning
- ICML 2024Tilting the Odds at the Lottery: the Interplay of Overparameterisation and Curricula in Neural Networks
- ICML 2024Turnstile $\ell_p$ leverage score sampling with applications
- ICML 2024Two Heads are Actually Better than One: Towards Better Adversarial Robustness via Transduction and Rejection
- ICML 2024UGrid: An Efficient-And-Rigorous Neural Multigrid Solver for Linear PDEs
- ICML 2024Uniformly Stable Algorithms for Adversarial Training and Beyond
- ICML 2024Unlock the Cognitive Generalization of Deep Reinforcement Learning via Granular Ball Representation
- ICML 2024Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity
- ICML 2024Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration
- ICML 2024Why Do Animals Need Shaping? A Theory of Task Composition and Curriculum Learning
- ICML 2023A Coupled Flow Approach to Imitation Learning
- ICML 2023Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations
- ICML 2023Adaptive Whitening in Neural Populations with Gain-modulating Interneurons
- ICML 2023Analyzing Diffusion as Serial Reproduction
- ICML 2023Bandit Multi-linear DR-Submodular Maximization and Its Applications on Adversarial Submodular Bandits
- ICML 2023Building Neural Networks on Matrix Manifolds: A Gyrovector Space Approach
- ICML 2023Complexity of Block Coordinate Descent with Proximal Regularization and Applications to Wasserstein CP-dictionary Learning
- ICML 2023Contextual Combinatorial Bandits with Probabilistically Triggered Arms
- ICML 2023Convergence of Proximal Point and Extragradient-Based Methods Beyond Monotonicity: the Case of Negative Comonotonicity
- ICML 2023Cross-Entropy Loss Functions: Theoretical Analysis and Applications
- ICML 2023D2Match: Leveraging Deep Learning and Degeneracy for Subgraph Matching
- ICML 2023Delay-agnostic Asynchronous Coordinate Update Algorithm
- ICML 2023Difference of submodular minimization via DC programming
- ICML 2023Differentially Private Hierarchical Clustering with Provable Approximation Guarantees
- ICML 2023DP-Fast MH: Private, Fast, and Accurate Metropolis-Hastings for Large-Scale Bayesian Inference
- ICML 2023DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation
- ICML 2023Functional Neural Networks: Shift invariant models for functional data with applications to EEG classification
- ICML 2023GOAT: A Global Transformer on Large-scale Graphs
- ICML 2023Harmonic Neural Networks
- ICML 2023Horizon-Free and Variance-Dependent Reinforcement Learning for Latent Markov Decision Processes
- ICML 2023Infinite Action Contextual Bandits with Reusable Data Exhaust
- ICML 2023Intrinsic Sliced Wasserstein Distances for Comparing Collections of Probability Distributions on Manifolds and Graphs
- ICML 2023Learning Antidote Data to Individual Unfairness
在 Claude、Cursor 里直接问这个趋势
接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。
可以直接复制这句话问 AI
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？
AI 会调用的工具：get_topic_stats {"topic": "app-neuroscience-and-cognitive-science"}
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。