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 753 篇，第 13 / 16 页
- NeurIPS 2026Exactness Matters for Physical Rule Enforcement
- NeurIPS 2026Explaining and Breaking the Safety-Helpfulness Ceiling via Preference Dimensional Expansion
- NeurIPS 2026Extraneous Cognitive Load in Large Language Models
- NeurIPS 2026Fine-Tuning Language Models to Know What They Know
- NeurIPS 2026FinReasoning: A Hierarchical Benchmark for Reliable Financial Research Reporting
- NeurIPS 2026FlatClip: Reusing Image Foundation Models for fMRI Representation Learning via Cortical Flatmaps
- NeurIPS 2026Fluxtrapolation: A benchmark on extrapolating ecosystem fluxes
- NeurIPS 2026FracEncoder: Towards Adaptive Cognitive Trajectories via Fractional-Order Context Encoding
- NeurIPS 2026From Persistence to Survival: Hypothesis Testing, Effect Sizes and Vectorisation for Topological Features
- NeurIPS 2026From Representation to Intervention: Using Emotion Vectors to Monitor and Guide Language Models
- NeurIPS 2026GoT: A Game-Theoretic Approach to the Game of Twenty Questions
- NeurIPS 2026GramStatTexNet: Efficient, Interpretable, and Neuro-Inspired Texture Analysis-by-Synthesis
- NeurIPS 2026Growing a Neural Network in Breadth, Depth, and Time
- NeurIPS 2026haphazard: A unified library and benchmark for online learning under varying feature availability
- NeurIPS 2026HAPS: Hierarchical LLM Routing with Joint Architecture and Parameter Search
- NeurIPS 2026HOPSE: Scalable Higher-Order Positional and Structural Encoder for Combinatorial Representations
- NeurIPS 2026How Much is Left? LLMs Linearly Encode Their Remaining Output Length
- NeurIPS 2026Human-Inspired, Task-Dimension-Guided Exploration for Efficient Learning and Transfer in High Dimensions
- NeurIPS 2026HumanStereo: A Benchmark for Metric Facial Depth Estimation and Its Evaluation
- NeurIPS 2026Illusory Pattern Perception Drives Spurious Inference in Large Language Models
- NeurIPS 2026Indications of Belief-Guided Agency and Meta-Cognitive Monitoring in Large Language Models
- NeurIPS 2026Inverse Modeling of Neural Recordings via Differentiable Biophysical Simulation
- NeurIPS 2026Joint EM Image Super-Resolution and Segmentation with Semantic and Structural Priors
- NeurIPS 2026L-FAME: Longitudinal Focused Attention Meditation EEG Dataset and Benchmark
- NeurIPS 2026Language Models Demand New Computer Science
- NeurIPS 2026LAPLEX: The FFT of Learnable Laplace Kernels
- NeurIPS 2026LatentRouter: Can We Choose the Right Multimodal Model Before Seeing Its Answer?
- NeurIPS 2026Learning Actionable Information Landscapes for Multimodal Active Sensing in Hawkmoths
- NeurIPS 2026Learning Global Temporal Dynamics in Sparse Networks via Cycle Counts
- NeurIPS 2026Learning interpretable Schur forms of recurrent weight matrices
- NeurIPS 2026Learning Provable Neural Network Observer for Uncertain Dynamical Systems
- NeurIPS 2026Learning Reveals Invisible Structure in Low-Rank RNNs
- NeurIPS 2026Learning Survival Models with Right-Censored Reporting Delays
- NeurIPS 2026Learning Transferable Cross-Day Representations for Few-Shot Neural Decoding
- NeurIPS 2026Learning What's Real: Disentangling Signals and Measurement Artifacts in Multi-Sensor Data, with Applications to Astrophysics
- NeurIPS 2026Learning When Visual Context Matters for Mouse Behavior Analysis
- NeurIPS 2026LeCellModel: Interpretable Density Estimation over the Gene Expression Manifold
- NeurIPS 2026LibriBrain100: One Hundred Hours of Broad and Deep MEG Data for Neural Speech Decoding at Scale
- NeurIPS 2026Lifting Biomolecular Data Acquisition
- NeurIPS 2026LLM-Based Multi-Agent Blackboard System for Information Discovery in Data Science
- NeurIPS 2026Locality Sensitive Hashing for p-Exponential Kernels with Applications to Density Estimation
- NeurIPS 2026Long-Rollout Stability in AI Weather Models: A Quantitative Benchmark and Analysis
- NeurIPS 2026MCPHallu: Benchmarking Reasoning, Execution, and Memory Hallucinations in MCP Agents
- NeurIPS 2026Memory flows: geometry and dynamics of sequential retrieval in input-driven Hopfield networks
- NeurIPS 2026Meta-Cognitive Memory Policy Optimization for Long-Horizon LLM Agents
- NeurIPS 2026MICA: Activation Checkpointing for Double-Backward Training of Machine Learning Interatomic Potentials
- NeurIPS 2026Minimally Invasive Steering of Language Models
- NeurIPS 2026MIRAGE: Adaptive Multimodal Gating for Whole-Brain fMRI Encoding
- NeurIPS 2026MixScentNet: A Multiscale Graph-based Framework for Predicting Scent Mixture Perception
- NeurIPS 2026Model Immunization Beyond Condition Numbers: The Importance of Plateau Regions
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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。