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 6 / 14 页
- ICML 2025Learning dynamics in linear recurrent neural networks
- ICML 2025Learning Initial Basis Selection for Linear Programming via Duality-Inspired Tripartite Graph Representation and Comprehensive Supervision
- ICML 2025Learning Smooth and Expressive Interatomic Potentials for Physical Property Prediction
- ICML 2025Learning the Electronic Hamiltonian of Large Atomic Structures
- ICML 2025Learning Time-Varying Multi-Region Brain Communications via Scalable Markovian Gaussian Processes
- ICML 2025Learning with Expected Signatures: Theory and Applications
- ICML 2025Making Hard Problems Easier with Custom Data Distributions and Loss Regularization: A Case Study in Modular Arithmetic
- ICML 2025Maximum Coverage in Turnstile Streams with Applications to Fingerprinting Measures
- ICML 2025Maximum Update Parametrization and Zero-Shot Hyperparameter Transfer for Fourier Neural Operators
- ICML 2025Mechanistic PDE Networks for Discovery of Governing Equations
- ICML 2025Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse
- ICML 2025MindAligner: Explicit Brain Functional Alignment for Cross-Subject Visual Decoding from Limited fMRI Data
- ICML 2025MindCustomer: Multi-Context Image Generation Blended with Brain Signal
- ICML 2025MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-text Decoding
- ICML 2025Modeling All-Atom Glycan Structures via Hierarchical Message Passing and Multi-Scale Pre-training
- ICML 2025Neural Encoding and Decoding at Scale
- ICML 2025Neural Interpretable PDEs: Harmonizing Fourier Insights with Attention for Scalable and Interpretable Physics Discovery
- ICML 2025Neural Representational Consistency Emerges from Probabilistic Neural-Behavioral Representation Alignment
- ICML 2025NeuroTree: Hierarchical Functional Brain Pathway Decoding for Mental Health Disorders
- ICML 2025Not all solutions are created equal: An analytical dissociation of functional and representational similarity in deep linear neural networks
- ICML 2025Offline Model-based Optimization for Real-World Molecular Discovery
- ICML 2025OmniArch: Building Foundation Model for Scientific Computing
- ICML 2025On Temperature Scaling and Conformal Prediction of Deep Classifiers
- ICML 2025On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation
- ICML 2025OneForecast: A Universal Framework for Global and Regional Weather Forecasting
- ICML 2025OV-MER: Towards Open-Vocabulary Multimodal Emotion Recognition
- ICML 2025PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations
- ICML 2025Perceptually Constrained Precipitation Nowcasting Model
- ICML 2025Permutation Equivariant Neural Networks for Symmetric Tensors
- ICML 2025Permutation-based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data
- ICML 2025Persistent Topological Features in Large Language Models
- ICML 2025Physics-Informed Weakly Supervised Learning For Interatomic Potentials
- ICML 2025Poly2Vec: Polymorphic Fourier-Based Encoding of Geospatial Objects for GeoAI Applications
- ICML 2025Position: Evaluating Generative AI Systems Is a Social Science Measurement Challenge
- ICML 2025Position: Human Baselines in Model Evaluations Need Rigor and Transparency (With Recommendations & Reporting Checklist)
- ICML 2025Position: Principles of Animal Cognition to Improve LLM Evaluations
- ICML 2025Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking)
- ICML 2025Pre-Training Graph Contrastive Masked Autoencoders are Strong Distillers for EEG
- ICML 2025Propagation of Chaos for Mean-Field Langevin Dynamics and its Application to Model Ensemble
- ICML 2025QEM-Bench: Benchmarking Learning-based Quantum Error Mitigation and QEMFormer as a Multi-ranged Context Learning Baseline
- ICML 2025QuanONet: Quantum Neural Operator with Application to Differential Equation
- ICML 2025Reflection-Bench: Evaluating Epistemic Agency in Large Language Models
- ICML 2025Reinforced Learning Explicit Circuit Representations for Quantum State Characterization from Local Measurements
- ICML 2025Relational Invariant Learning for Robust Solvation Free Energy Prediction
- ICML 2025Rethink GraphODE Generalization within Coupled Dynamical System
- ICML 2025Rethink the Role of Deep Learning towards Large-scale Quantum Systems
- ICML 2025ReverB-SNN: Reversing Bit of the Weight and Activation for Spiking Neural Networks
- ICML 2025Revisiting Noise Resilience Strategies in Gesture Recognition: Short-Term Enhancement in sEMG Analysis
- ICML 2025Rhomboid Tiling for Geometric Graph Deep Learning
- ICML 2025Robust and Conjugate Spatio-Temporal Gaussian Processes
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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。