应用 · neuroscience and cognitive science论文趋势 2023–2026

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。

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 44 篇，第 1 / 1 页

1. ICLR 2023A framework for benchmarking Class-out-of-distribution detection and its application to ImageNet
2. ICLR 2023A Primal-Dual Framework for Transformers and Neural Networks
3. ICLR 2023A probabilistic framework for task-aligned intra- and inter-area neural manifold estimation
4. ICLR 2023A Theoretical Framework for Inference and Learning in Predictive Coding Networks
5. ICLR 2023A View From Somewhere: Human-Centric Face Representations
6. ICLR 2023Actionable Neural Representations: Grid Cells from Minimal Constraints
7. ICLR 2023Anisotropic Message Passing: Graph Neural Networks with Directional and Long-Range Interactions
8. ICLR 2023Backpropagation at the Infinitesimal Inference Limit of Energy-Based Models: Unifying Predictive Coding, Equilibrium Propagation, and Contrastive Hebbian Learning
9. ICLR 2023Bayesian Oracle for bounding information gain in neural encoding models
10. ICLR 2023Bort: Towards Explainable Neural Networks with Bounded Orthogonal Constraint
11. ICLR 2023BrainBERT: Self-supervised representation learning for intracranial recordings
12. ICLR 2023Bridging the Gap between ANNs and SNNs by Calibrating Offset Spikes
13. ICLR 2023Can Neural Networks Learn Implicit Logic from Physical Reasoning?
14. ICLR 2023Contextual bandits with concave rewards, and an application to fair ranking
15. ICLR 2023D4FT: A Deep Learning Approach to Kohn-Sham Density Functional Theory
16. ICLR 2023Distilling Cognitive Backdoor Patterns within an Image
17. ICLR 2023Efficient approximation of neural population structure and correlations with probabilistic circuits
18. ICLR 2023FINDE: Neural Differential Equations for Finding and Preserving Invariant Quantities
19. ICLR 2023Harnessing Out-Of-Distribution Examples via Augmenting Content and Style
20. ICLR 2023How gradient estimator variance and bias impact learning in neural networks
21. ICLR 2023HyperDeepONet: learning operator with complex target function space using the limited resources via hypernetwork
22. ICLR 2023Learned Index with Dynamic $\epsilon$
23. ICLR 2023MA-BERT: Towards Matrix Arithmetic-only BERT Inference by Eliminating Complex Non-Linear Functions
24. ICLR 2023ManyDG: Many-domain Generalization for Healthcare Applications
25. ICLR 2023Min-Max Multi-objective Bilevel Optimization with Applications in Robust Machine Learning
26. ICLR 2023Momentum Stiefel Optimizer, with Applications to Suitably-Orthogonal Attention, and Optimal Transport
27. ICLR 2023Noise-Robust De-Duplication at Scale
28. ICLR 2023On the Importance and Applicability of Pre-Training for Federated Learning
29. ICLR 2023On the Sensitivity of Reward Inference to Misspecified Human Models
30. ICLR 2023On the Trade-Off between Actionable Explanations and the Right to be Forgotten
31. ICLR 2023Progressive Voronoi Diagram Subdivision Enables Accurate Data-free Class-Incremental Learning
32. ICLR 2023Protein Representation Learning via Knowledge Enhanced Primary Structure Reasoning
33. ICLR 2023Provably Efficient Risk-Sensitive Reinforcement Learning: Iterated CVaR and Worst Path
34. ICLR 2023Robust Fair Clustering: A Novel Fairness Attack and Defense Framework
35. ICLR 2023Simplicial Hopfield networks
36. ICLR 2023SmartFRZ: An Efficient Training Framework using Attention-Based Layer Freezing
37. ICLR 2023Thalamus: a brain-inspired algorithm for biologically-plausible continual learning and disentangled representations
38. ICLR 2023Training language models to summarize narratives improves brain alignment
39. ICLR 2023Understanding Neural Coding on Latent Manifolds by Sharing Features and Dividing Ensembles
40. ICLR 2023What Can we Learn From The Selective Prediction And Uncertainty Estimation Performance Of 523 Imagenet Classifiers?
41. ICLR 2023Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning
42. ICLR 2023WiNeRT: Towards Neural Ray Tracing for Wireless Channel Modelling and Differentiable Simulations
43. ICLR 2023Winning Both the Accuracy of Floating Point Activation and the Simplicity of Integer Arithmetic
44. ICLR 2023Words are all you need? Language as an approximation for human similarity judgments

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。