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 824 篇，第 6 / 17 页
- NeurIPS 2025Anatomically inspired digital twins capture hierarchical object representations in visual cortex
- NeurIPS 2025ArchCAD-400K: A Large-Scale CAD drawings Dataset and New Baseline for Panoptic Symbol Spotting
- NeurIPS 2025Are Large Language Models Sensitive to the Motives Behind Communication?
- NeurIPS 2025AstroVisBench: A Code Benchmark for Scientific Computing and Visualization in Astronomy
- NeurIPS 2025AtmosSci-Bench: Evaluating the Recent Advance of Large Language Model for Atmospheric Science
- NeurIPS 2025Auditing Meta-Cognitive Hallucinations in Reasoning Large Language Models
- NeurIPS 2025AutoToM: Scaling Model-based Mental Inference via Automated Agent Modeling
- NeurIPS 2025BaRISTA: Brain Scale Informed Spatiotemporal Representation of Human Intracranial Neural Activity
- NeurIPS 2025Beyond Pairwise Connections: Extracting High-Order Functional Brain Network Structures under Global Constraints
- NeurIPS 2025Beyond Prediction: Managing the Repercussions of Machine Learning Applications
- NeurIPS 2025Bézier Splatting for Fast and Differentiable Vector Graphics Rendering
- NeurIPS 2025BioOSS: A Bio-Inspired Oscillatory State System with Spatio-Temporal Dynamics
- NeurIPS 2025Bipolar Self-attention for Spiking Transformers
- NeurIPS 2025Bounds on the computational complexity of neurons due to dendritic morphology
- NeurIPS 2025Brain Harmony: A Multimodal Foundation Model Unifying Morphology and Function into 1D Tokens
- NeurIPS 2025Brain network science modelling of sparse neural networks enables Transformers and LLMs to perform as fully connected
- NeurIPS 2025Brain-Informed Fine-Tuning for Improved Multilingual Understanding in Language Models
- NeurIPS 2025Brain-Inspired fMRI-to-Text Decoding via Incremental and Wrap-Up Language Modeling
- NeurIPS 2025Brain-Like Processing Pathways Form in Models With Heterogeneous Experts
- NeurIPS 2025Brain-tuning Improves Generalizability and Efficiency of Brain Alignment in Speech Models
- NeurIPS 2025BrainFlow: A Holistic Pathway of Dynamic Neural System on Manifold
- NeurIPS 2025BrainMoE: Cognition Joint Embedding via Mixture-of-Expert Towards Robust Brain Foundation Model
- NeurIPS 2025BrainODE: Neural Shape Dynamics for Age- and Disease-aware Brain Trajectories
- NeurIPS 2025BrainOmni: A Brain Foundation Model for Unified EEG and MEG Signals
- NeurIPS 2025Breaking the Batch Barrier (B3) of Contrastive Learning via Smart Batch Mining
- NeurIPS 2025Bridging Brains and Concepts: Interpretable Visual Decoding from fMRI with Semantic Bottlenecks
- NeurIPS 2025Bridging Critical Gaps in Convergent Learning: How Representational Alignment Evolves Across Layers, Training, and Distribution Shifts
- NeurIPS 2025Bridging Equivariant GNNs and Spherical CNNs for Structured Physical Domains
- NeurIPS 2025Bridging Scales: Spectral Theory Reveals How Local Connectivity Rules Sculpt Global Neural Dynamics in Spatially Extended Networks
- NeurIPS 2025Bridging the Gap Between Cross-Domain Theory and Practical Application: A Case Study on Molecular Dissolution
- NeurIPS 2025Caption This, Reason That: VLMs Caught in the Middle
- NeurIPS 2025CellVerse: Do Large Language Models Really Understand Cell Biology?
- NeurIPS 2025CGBench: Benchmarking Language Model Scientific Reasoning for Clinical Genetics Research
- NeurIPS 2025Characterizing control between interacting subsystems with deep Jacobian estimation
- NeurIPS 2025ChemPile: A 250 GB Diverse and Curated Dataset for Chemical Foundation Models
- NeurIPS 2025CLiFT: Compressive Light-Field Tokens for Compute Efficient and Adaptive Neural Rendering
- NeurIPS 2025Cloud4D: Estimating Cloud Properties at a High Spatial and Temporal Resolution
- NeurIPS 2025Coarse-to-Fine 3D Part Assembly via Semantic Super-Parts and Symmetry-Aware Pose Estimation
- NeurIPS 2025Cognitive Mirrors: Exploring the Diverse Functional Roles of Attention Heads in LLM Reasoning
- NeurIPS 2025Cognitive Predictive Processing: A Human-inspired Framework for Adaptive Exploration in Open-World Reinforcement Learning
- NeurIPS 2025CogPhys: Assessing Cognitive Load via Multimodal Remote and Contact-based Physiological Sensing
- NeurIPS 2025Comparator-Adaptive $\Phi$-Regret: Improved Bounds, Simpler Algorithms, and Applications to Games
- NeurIPS 2025Compress, Gather, and Recompute: REFORMing Long-Context Processing in Transformers
- NeurIPS 2025Concept-Guided Interpretability via Neural Chunking
- NeurIPS 2025Conformal Linguistic Calibration: Trading-off between Factuality and Specificity
- NeurIPS 2025Connectome-Based Modelling Reveals Orientation Maps in the Drosophila Optic Lobe
- NeurIPS 2025Contrastive Consolidation of Top-Down Modulations Achieves Sparsely Supervised Continual Learning
- NeurIPS 2025Contribution of task-irrelevant stimuli to drift of neural representations
- NeurIPS 2025Controlled Visual Hallucination via Thalamus-Driven Decoupling Network for Domain Adaptation of Black-Box Predictors
- NeurIPS 2025Cross-modal Associations in Vision and Language Models: Revisiting the Bouba-Kiki Effect
在 Claude、Cursor 里直接问这个趋势
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。