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 6 / 41 页
- ICLR 2026Unleashing LLMs in Bayesian Optimization: Preference-Guided Framework for Scientific Discovery
- ICLR 2026Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation
- ICLR 2026UrbanGS: Efficient and Scalable Architecture for Geometrically Accurate Large-Scene Reconstruction
- ICLR 2026Using cognitive models to reveal value trade-offs in language models
- ICLR 2026Using Reinforcement Learning to Train Large Language Models to Explain Human Decisions
- ICLR 2026VenusX: Unlocking Fine-Grained Functional Understanding of Proteins
- ICLR 2026Web-CogReasoner: Towards Knowledge-Induced Cognitive Reasoning for Web Agents
- ICLR 2026WebDS: An End-to-End Benchmark for Web-based Data Science
- ICLR 2026What Do Large Language Models Know About Opinions?
- ICLR 2026When Agents “Misremember” Collectively: Exploring the Mandela Effect in LLM-based Multi-Agent Systems
- ICLR 2026When Language Models Lose Their Mind: The Consequences of Brain Misalignment
- ICLR 2026Why Low-Precision Transformer Training Fails: An Analysis on Flash Attention
- ICLR 2026xRFM: Accurate, scalable, and interpretable feature learning models for tabular data
- ICML 2026(Be Cautious!) Bio-Foundation Models Are Not Yet Robust to Biologically Plausible Perturbations and ML Transformations
- ICML 2026(Sparse) Attention to the Details: Preserving Spectral Fidelity in ML-based Weather Forecasting Models
- ICML 2026$\texttt{FlashSchNet}$: Fast and Accurate Coarse-Grained Neural Network Molecular Dynamics
- ICML 2026A Cartesian-3j Framework for Machine Learning Interatomic Potentials
- ICML 2026A Conflict-aware Evidential Framework for Reliable Sleep Stage Classification
- ICML 2026A Deep Learning Model of Mental Rotation Informed by Interactive VR Experiments
- ICML 2026A Dirac-Frenkel-Onsager Principle: Instantaneous Residual Minimization with Gauge Momentum for Nonlinear Parametrizations of PDE Solutions
- ICML 2026A Factorized Low-Rank RNN Framework for Uncovering Independent Neural Latent Dynamics and Connectivity
- ICML 2026A Geometric Lens on Physics-Aligned Data Compression
- ICML 2026A hitchhiker's guide to Poisson gradient estimation
- ICML 2026A recipe for scalable attention-based ML potentials: unlocking long-range accuracy with all-to-all node attention
- ICML 2026A Spiking Heterogeneous Harmonic Resonate-and-Fire State Space Model for Time Series
- ICML 2026A$^2$SG: Adaptive and Asymmetric Surrogate Gradients for Training Deep Spiking Neural Networks
- ICML 2026Abstraction Induces the Brain Alignment of Language and Speech Models
- ICML 2026Accelerating Regression Tasks with Quantum Algorithms
- ICML 2026Adaptive Coding Emerges in Stabilized Supralinear Networks Trained with Local Plasticity
- ICML 2026AdaS: Adaptive Gradient Descent for Spiking Transformers
- ICML 2026AI Engram: In Search of Memory Traces in Artificial Intelligence
- ICML 2026Alignment between Brains and AI: Evidence for Convergent Evolution across Modalities, Scales and Training Trajectories
- ICML 2026Asymptotic Theory of Iterated Empirical Risk Minimization, with Applications to Active Learning
- ICML 2026Autoregressive Boltzmann Generators
- ICML 2026Bayesian Rain Field Reconstruction using Commercial Microwave Links and Diffusion Model Priors
- ICML 2026Beyond Accuracy: Latent Perturbations for Cognitive-Aware Diagnosis
- ICML 2026Beyond Two-Stage Training: Cooperative SFT and RL for LLM Reasoning
- ICML 2026Bio-Vision-Inspired Spiking Neural Networks for Object Detection with Event Cameras
- ICML 2026Biologically plausible heavy-tailed connectivity enhances generalizations on cognitive tasks in recurrent neural networks
- ICML 2026BioProBench: A Corpus and Benchmark for Biological Protocol Reasoning in Autonomous Science
- ICML 2026BIT-LLM: Brain Instruction Tuned LLM with persistent Cross-Attention for fMRI-to-Text Decoding
- ICML 2026Blending Neural Control Density Functions for Stabilization and Safety
- ICML 2026BLIPs: Bayesian Learned Interatomic Potentials
- ICML 2026BrainJanus: A Unified Model for Understanding and Generation across Brain, Vision, and Language
- ICML 2026Bullet Trains: Parallelizing Training of Temporally Precise Spiking Neural Networks
- ICML 2026CalM: A Self-Supervised Foundation Model for Population Dynamics in Calcium Imaging Data
- ICML 2026Can local learning match self-supervised backpropagation?
- ICML 2026Can Vision Language Models Learn Intuitive Physics from Interaction?
- ICML 2026Certificates for Complex-Compatible Learned Cochain Laplacians
- ICML 2026Cheap2Rich: A Multi-Fidelity Framework for Data Assimilation and System Identification of Multiscale Physics - Rotating Detonation Engines
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。