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 10 / 16 页
- ICML 2026PFT: Phonon Fine-tuning for Machine Learned Interatomic Potentials
- ICML 2026Physically-Guided Data-Space Rectified Flow for Precipitation Nowcasting
- ICML 2026Physics-Informed Residual Flows
- ICML 2026PinTok: Tokenizers Deserve Dedicated Pinned CPU-Compute and Memory
- ICML 2026PnP-Corrector: A Universal Correction Framework for Coupled Spatiotemporal Forecasting
- ICML 2026Positional Encoding for Spiking Transformers
- ICML 2026Practical Mechanism for Fault-Tolerant Spiking Neural Networks via Simple Input Control Based on Learnable Fragmentation
- ICML 2026Precision-Induced Miscalibration: Understanding and Correcting Confidence Distortion in Quantized Neural Networks
- ICML 2026Probabilistic Retrofitting of Learned Simulators
- ICML 2026Profiling the Irrational Agent: Cognitive Modeling of LLM Behaviors in Sequential Jailbreaks
- ICML 2026ProMeCD: Unifying Long-Tailed and Noisy Label Learning via White-Box Control
- ICML 2026Protein Design with Agent Rosetta: A Case Study for Specialized Scientific Agents
- ICML 2026Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators
- ICML 2026Proximal Splitting Methods for Hybrid Differentiable Models
- ICML 2026Real-World Unsupervised Models Generalize to Predict Brain Responses to Out-of-Distribution Stimuli
- ICML 2026RECTOR: Masked Region-Channel-Temporal Modeling for Affective and Cognitive Representation Learning
- ICML 2026Reduction of Probabilistic Chemical Reaction Networks
- ICML 2026Relative Entropy Estimation in Function Space: Theory and Applications to Trajectory Inference
- ICML 2026Representational Similarity and Model Behavior in Multi-Agent Interaction
- ICML 2026Required Spine Optional Limbs: Heterogeneous Federated Learning via Backbone-sharing and Activation-guided Selection
- ICML 2026Resolving the Timestep Scaling Paradox in Spiking Neural Networks with a Timestep-Scalable Neuron Model
- ICML 2026Rethink the Role of Neural Decoders in Quantum Error Correction
- ICML 2026Rethinking Attention in Spiking Transformers: Overcoming Density Bias with Set Similarity
- ICML 2026Rethinking Time-Series Imputation as Conditional Inference along Temporal Evolution
- ICML 2026Rex: A Family of Reversible Exponential (Stochastic) Runge-Kutta Solvers
- ICML 2026ROAMM: A Benchmark Dataset for Multimodal Human Attention Decoding and EEG-to-Text Modeling During Naturalistic Reading
- ICML 2026SafeSci: Safety Evaluation of Large Language Models in Science Domains and Beyond
- ICML 2026Scaling Laws of Global Weather Models
- ICML 2026Scaling Vision Transformers for Functional MRI with Flat Maps
- ICML 2026SciVideoBench: Benchmarking Scientific Video Reasoning in Large Multimodal Models
- ICML 2026SEDRAS: Symbolically Evaluated Deep Research And Science
- ICML 2026See the Emotion: A Facial Emoji Proxy Modeling for EEG Emotion Recognition
- ICML 2026SEMA: a Scalable and Efficient Mamba like Attention via Token Localization and Averaging
- ICML 2026SENDAI: A Hierarchical Sparse-measurement, EfficieNt Data AssImilation Framework
- ICML 2026SI-IGCL: Subject Invariance-aware Inverse Graph Contrastive Learning for Psychiatric Disorder Identification
- ICML 2026Simple Algorithms for Bad Triangle Transversals with Applications to Correlation Clustering
- ICML 2026SMM Transformer: Leveraging Spiking Neural Networks for Multimodal Tasks
- ICML 2026Smooth Dynamic Cutoffs for Machine Learning Interatomic Potentials
- ICML 2026SmoothSpike: Spiking Transformer with Learnable Hadamard Transformation
- ICML 2026Spectral-Informed Neural Networks Outperform Spectral methods in High-dimensional PDEs
- ICML 2026Spik4lite: Refactoring Neuromorphic Sparsity for Efficient Spiking Neural Networks on Commodity Edge Devices
- ICML 2026Spike-HTR: Spiking Neural Transformer for Handwritten Text Recognition
- ICML 2026SpikingLM: Towards Fully Spiking Language Model
- ICML 2026StormInsight: Hierarchical Environmental Forcing and Vertical Coupling for Weather System Evolution
- ICML 2026Structure Abstraction and Generalization in a Hippocampal-Entorhinal Inspired World Model
- ICML 2026SVL: Empowering Spiking Neural Networks for Efficient 3D Open-World Understanding
- ICML 2026Taming Stochastic Gradient Descent: Almost Sure Convergence and Saddle-Point Avoidance under $(L_{0},L_{1})$-Smoothness
- ICML 2026Teaching Molecular Dynamics to a Non-Autoregressive Ionic Transport Predictor
- ICML 2026TEFormer: Structured Bidirectional Temporal Enhancement Modeling in Spiking Transformers
- ICML 2026Temporal Context Reinstatement Drives Episodic-Like Order Memory in Long-Context Language Models
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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。