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 576 篇，第 6 / 12 页
- 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
- ICML 2025A Machine Learning Approach to Duality in Statistical Physics
- ICML 2025A Model of Place Field Reorganization During Reward Maximization
- ICML 2025A Multi-Region Brain Model to Elucidate the Role of Hippocampus in Spatially Embedded Decision-Making
- ICML 2025A New Concentration Inequality for Sampling Without Replacement and Its Application for Transductive Learning
- ICML 2025A Novel Characterization of the Population Area Under the Risk Coverage Curve (AURC) and Rates of Finite Sample Estimators
- ICML 2025Accurate Identification of Communication Between Multiple Interacting Neural Populations
- ICML 2025Alberta Wells Dataset: Pinpointing Oil and Gas Wells from Satellite Imagery
- ICML 2025All-atom Diffusion Transformers: Unified generative modelling of molecules and materials
- ICML 2025An Instrumental Value for Data Production and its Application to Data Pricing
- ICML 2025AnalogGenie-Lite: Enhancing Scalability and Precision in Circuit Topology Discovery through Lightweight Graph Modeling
- ICML 2025Asymmetric Decision-Making in Online Knowledge Distillation: Unifying Consensus and Divergence
- ICML 2025Auto-reconfiguration for Latency Minimization in CPU-based DNN Serving
- ICML 2025Average Sensitivity of Hierarchical $k$-Median Clustering
- ICML 2025Balancing Efficiency and Expressiveness: Subgraph GNNs with Walk-Based Centrality
- ICML 2025Breaking Barriers: Combinatorial Algorithms for Non-Monotone Submodular Maximization with Sublinear Adaptivity and $1/e$ Approximation
- ICML 2025Bridging Layout and RTL: Knowledge Distillation based Timing Prediction
- ICML 2025BSO: Binary Spiking Online Optimization Algorithm
- ICML 2025Can Biologically Plausible Temporal Credit Assignment Rules Match BPTT for Neural Similarity? E-prop as an Example
- ICML 2025Capturing Temporal Dynamics in Large-Scale Canopy Tree Height Estimation
- ICML 2025CFPT: Empowering Time Series Forecasting through Cross-Frequency Interaction and Periodic-Aware Timestamp Modeling
- ICML 2025Chaos Meets Attention: Transformers for Large-Scale Dynamical Prediction
- ICML 2025Closed-form Solutions: A New Perspective on Solving Differential Equations
- ICML 2025CogReact: A Reinforced Framework to Model Human Cognitive Reaction Modulated by Dynamic Intervention
- ICML 2025Comparing Comparisons: Informative and Easy Human Feedback with Distinguishability Queries
- ICML 2025Compressed and distributed least-squares regression: convergence rates with applications to federated learning
- ICML 2025Context-Informed Neural ODEs Unexpectedly Identify Broken Symmetries: Insights from the Poincaré–Hopf Theorem
- ICML 2025Contextual Linear Bandits with Delay as Payoff
- ICML 2025Contour Integration Underlies Human-Like Vision
- ICML 2025CoPINN: Cognitive Physics-Informed Neural Networks
- ICML 2025Core Knowledge Deficits in Multi-Modal Language Models
- ICML 2025CVE-Bench: A Benchmark for AI Agents’ Ability to Exploit Real-World Web Application Vulnerabilities
- ICML 2025Deep Neural Cellular Potts Models
- ICML 2025Deep Ridgelet Transform and Unified Universality Theorem for Deep and Shallow Joint-Group-Equivariant Machines
- ICML 2025Dendritic Localized Learning: Toward Biologically Plausible Algorithm
- ICML 2025Diagonal Symmetrization of Neural Network Solvers for the Many-Electron Schrödinger Equation
- ICML 2025Differential Coding for Training-Free ANN-to-SNN Conversion
- ICML 2025Discovering Symbolic Cognitive Models from Human and Animal Behavior
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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？
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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。