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 227 篇,第 4 / 5 页
- NeurIPS 2026PreCoMem: Predictive Cognitive Memory for Self-Evolving Long-Term Dialogue Agents
- NeurIPS 2026Predictive Representation Learning for Partially Observed Neural Dynamics
- NeurIPS 2026Predictively-Oriented Kalman Filtering
- NeurIPS 2026Probabilistic Data-Driven Modelling of Astrophysical Transients: The Neural Process Family for Ultrafast and Class-Agnostic Light Curve Reconstruction
- NeurIPS 2026ProSearch: Benchmarking Multi-Constraint Protocol Retrieval in Experimental Science
- NeurIPS 2026Prototypes of the Mind: A Unified Framework for Probing the Visual Brain
- NeurIPS 2026Provable Quantization with Randomized Hadamard Transform
- NeurIPS 2026Proxy-Based Approximation of Shapley and Banzhaf Interactions
- NeurIPS 2026pyCD: A Unified Benchmark for Reliable Evaluation of Cognitive Diagnosis Models
- NeurIPS 2026QT-Net: Rethinking Evaluation of AI Models in Atomic Chemical Space
- NeurIPS 2026Quantum Best Arm Identification with Limited Round of Adaptivity: Lower Bounds and Algorithms
- NeurIPS 2026Quantum Composite Hypothesis Testing with Small Error
- NeurIPS 2026RAM-H1200: A Unified Evaluation and Dataset on Hand Radiographs for Rheumatoid Arthritis
- NeurIPS 2026Reaching a Consensus in Predictive Loops
- NeurIPS 2026Remote Photoplethysmography Based on a Skin Reflection Exponential Model
- NeurIPS 2026Representing Part-Whole Hierarchy with Nested Neuronal Coherence
- NeurIPS 2026Resilient Byzantine Agreement with Predictions
- NeurIPS 2026Rest-Tuning: Data-Efficient Adaptation of EEG Foundation Models to Individuals via Resting-State Signals
- NeurIPS 2026Reward Hacking in Rubric-Based Reinforcement Learning
- NeurIPS 2026Robust and Efficient Backdoor Mitigation for ML Models via Tolerant Property Testing
- NeurIPS 2026S&P: Towards Scalable and Powerful Graph Learning with Hierarchical Structural Acquisition
- NeurIPS 2026Safe Actions Can Form Unsafe Traces: Benchmarking and Shielding Compositional Emergent Risk in AI Agents
- NeurIPS 2026SC$^3$: A Multi-Solvent Solubility Challenge and Benchmark
- NeurIPS 2026Scaling Laws and Tradeoffs in Recurrent Networks of Expressive Neurons
- NeurIPS 2026Scaling Neural Motor Decoding via Decoupled Behavioral Pretraining
- NeurIPS 2026ScrapeBench: Evaluating Legal Compliance of AI Agents in Website Scraping
- NeurIPS 2026Semantic-Level Invariant Representation Learning for Cross-Hospital Clinical EEG Modeling
- NeurIPS 2026SENSE: Semantic Neural Speech Synthesis from Brain Dynamics via Spatial Graph Encoding
- NeurIPS 2026SFPR: Structural Fingerprinting for LiDAR-to-OpenStreetMap Place Recognition
- NeurIPS 2026Sharp Convergence and Sample Complexity of Policy Mirror Descent for Average-Reward MDPs
- NeurIPS 2026SheafStain: Sheaf-Theoretic Schr\"odinger Bridge for Spatially and Biologically Coherent Virtual Staining
- NeurIPS 2026Simultaneous Individual, Group and Multigroup Fairness in Set Covering Problems
- NeurIPS 2026Sliced Inner Product Gromov–Wasserstein Distances
- NeurIPS 2026SLIDERS: Systematic Reviews via Automated Evidence Synthesis and Reconciliation
- NeurIPS 2026SLOT-IR: Learning Disentangled Slot Representations for Infrared Spectral Unmixing
- NeurIPS 2026Slowly Annealed Langevin Dynamics: Theory and Applications to Training-Free Guided Generation
- NeurIPS 2026Solving Stochastic Control under Multiplicative and Internal Noise via Constrained Optimization
- NeurIPS 2026Sparse Expansion Utility: Identifying and Routing to Pivotal Steps in LLM Reasoning Chains
- NeurIPS 2026Sport Is The Next Grand Challenge For Artificial Intelligence: Toward A Science Of Human Physical Skill
- NeurIPS 2026Standing on the Shoulders of Giants: Rethinking EEG Foundation Model Pretraining via Multi-Teacher Distillation
- NeurIPS 2026SUPERVISE: A Unified Framework for Standardized and Reproducible Superpixel Evaluation
- NeurIPS 2026Survival Transformers for Longitudinal Data Analysis: Application to Atrial Fibrillation Risk from ECG
- NeurIPS 2026Task Success Is Not Enough: Side-effect-Aware Evaluation of Tool-Using Language Model Agents
- NeurIPS 2026Temporal-Scale Sensitivity in Time-Series Tokenization and Scale-Robust Token Estimation by Gated Sum
- NeurIPS 2026The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions
- NeurIPS 2026The Limits of AI-Driven Allocation: Optimal Screening under Aleatoric Uncertainty
- NeurIPS 2026The Multi-Block DC Function Class: Theory, Algorithms, and Applications
- NeurIPS 2026The Power of Menus in Dynamic Pricing: Near Optimal Regret and Equivalence Results
- NeurIPS 2026The Prestige: Benchmarking Cognitive Visual Reasoning using Magic Tricks
- NeurIPS 2026The Type Theory of Stationary MDPs: Rare Events and Uncertainty Quantification
在 Claude、Cursor 里直接问这个趋势
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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。