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 2,033 篇，第 11 / 41 页
- ICML 2026Temporal Weighted Encoding: Towards Maximal-Capacity Spike Coding for ANN–SNN Conversion
- ICML 2026Terminal Dimension Reduction for Time Series with Applications
- ICML 2026The Geometry of Representational Failures in Vision Language Models
- ICML 2026The Hippocampal Place Field Gradient: A Bio-inspired Framework Building Multiscale Representation for Better Sample Efficiency
- ICML 2026Think Fast and Slow: Step-Level Cognitive Depth Adaptation for LLM Agents
- ICML 2026TimeSeed: Effective Time Series Forecasting with Sparse Endogenous Variables
- ICML 2026Topology-Preserving Neural Operator Learning via Hodge Decomposition
- ICML 2026Torus Graphs for Large Scale Neural Phase Analysis
- ICML 2026Towards Diverse Scientific Hypothesis Search with Large Language Models
- ICML 2026Towards Professional-Grade Financial Agents: Benchmarking, Tooling, and Structured Reasoning
- ICML 2026Towards the Training of Deeper Predictive Coding Neural Networks
- ICML 2026Towards Universal Gene Regulatory Network Inference: Unlocking Generalizable Regulatory Knowledge in Single-cell Foundation Models
- ICML 2026Training AI Co-Scientists Using Rubric Rewards
- ICML 2026Training Deep Spiking Neural Networks without Normalization
- ICML 2026TriForces: Augmenting Atomistic GNNs for Transferable Representations
- ICML 2026U-Cast: A Surprisingly Simple and Efficient Frontier Probabilistic AI Weather Forecaster
- ICML 2026Ubiquity of Emergent Hebbian Dynamics in Regularized Learning
- ICML 2026Unbiased and Second-Order-Free Training for High-Dimensional PDEs
- ICML 2026Uncovering Latent Communication Patterns in Brain Networks via Adaptive Flow Routing
- ICML 2026UniDrag: Unified Multi-Field Prediction and Robust Shape Optimization for Vehicle Aerodynamics
- ICML 2026UniSparse: Combining Weight Pruning and Spike Sparsification in Spiking Neural Networks
- ICML 2026UrbanMLLM: Joint Learning of Cross-view Imagery for Urban Understanding
- ICML 2026Verbalized Bayesian Persuasion
- ICML 2026ViEEG: Hierarchical Visual Neural Representation for EEG Brain Decoding
- ICML 2026VIPO: Value Function Inconsistency Penalized Offline Reinforcement Learning
- ICML 2026Zeroth-Order Non-Log-Concave Sampling with Variance Reduction and Applications to Inverse Problems
- NeurIPS 2026(Strongly) Replicable Distribution Testers imply High Probability Distribution Testers
- NeurIPS 2026$\mathrm{Bounded\mbox{-}RS}$: A Bounded Evaluation Protocol and Testbed for Representational Systematicity
- NeurIPS 2026A Hebbian Recurrent Neural Network Explains the Hierarchical Geometry of Sequence Memory
- NeurIPS 2026A latent control model for realistic rodent motion
- NeurIPS 2026A Matter of Interest: Understanding Interestingness Judgments of Math Problems in Humans and Language Models
- NeurIPS 2026Active Probabilistic Reasoning in Humans and LLMs
- NeurIPS 2026Adaptive Multi-Frame Learning for Expressive and Stable Atomic Representations
- NeurIPS 2026AffordSim: A Scalable Data Generator and Benchmark for Affordance-Aware Robotic Manipulation
- NeurIPS 2026Agentic Abstention: Do Agents Know When to Stop Instead of Act?
- NeurIPS 2026Aligning MLLMs with the Latent Structure of Human Cognition via Behavior-Derived Semantic Dimensions
- NeurIPS 2026AlphaPROBE: Alpha Mining via principled retriveval and on-graph biased evolution
- NeurIPS 2026Announced Breaks Separate Conformal Reliability from Frequency Calibration
- NeurIPS 2026Anymotion: A Dataset, Benchmark, and Baseline for Controllable Human Motion Editing
- NeurIPS 2026Approximate Matrix–Vectors Under a Bounded $\ell_1$ Assumption and Applications to Kernel Matrices
- NeurIPS 2026Attention-based Routing for Interpretable Multimodal Brain Encoding
- NeurIPS 2026AUTOMEM: Automated Learning of Memory as a Cognitive Skill
- NeurIPS 2026B[FM]$^2$: Brain Foundation Model via Flow Matching with SplitUNet
- NeurIPS 2026Beyond DSA: Conjugacy-based Comparison of Dynamical Systems
- NeurIPS 2026Beyond High and Low: Evaluating Graded Cognitive Diversity in LLM Persona Simulations
- NeurIPS 2026Beyond Raw Observations: Distilling and Storing Invariant Driving Memories for Generalizable Autonomous Driving
- NeurIPS 2026Beyond Task Success: Probing Cognitive Primitives in Web Agents
- NeurIPS 2026Beyond the Full Slate: Evaluating MNL Algorithms on All Slates
- NeurIPS 2026Bias, Measurement Error, and Double-Dipping: When Can GNN Convolutions Help Brain Connectome Prediction?
- NeurIPS 2026Binding Visual Features Point by Point
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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？
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。