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 12 / 17 页
- NeurIPS 2025Unfolding the Black Box of Recurrent Neural Networks for Path Integration
- NeurIPS 2025Unified 2D-3D Discrete Priors for Noise-Robust and Calibration-Free Multiview 3D Human Pose Estimation
- NeurIPS 2025UniFoil: A Universal Dataset of Airfoils in Transitional and Turbulent Regimes for Subsonic and Transonic Flows
- NeurIPS 2025Unifying Symbolic Music Arrangement: Track-Aware Reconstruction and Structured Tokenization
- NeurIPS 2025Unlocker: Disentangle the Deadlock of Learning between Label-noisy and Long-tailed Data
- NeurIPS 2025Unveiling the Learning Mind of Language Models: A Cognitive Framework and Empirical Study
- NeurIPS 2025Unveiling the Spatial-temporal Effective Receptive Fields of Spiking Neural Networks
- NeurIPS 2025Vector Quantization in the Brain: Grid-like Codes in World Models
- NeurIPS 2025VideoTitans: Scalable Video Prediction with Integrated Short- and Long-term Memory
- NeurIPS 2025Visual Anagrams Reveal Hidden Differences in Holistic Shape Processing Across Vision Models
- NeurIPS 2025Visual Structures Help Visual Reasoning: Addressing the Binding Problem in LVLMs
- NeurIPS 2025Volume Transmission Implements Context Factorization to Target Online Credit Assignment and Enable Compositional Generalization
- NeurIPS 2025Wavelet Canonical Coherence for Nonstationary Signals
- NeurIPS 2025What do you know? Bayesian knowledge inference for navigating agents
- NeurIPS 2025What Happens During the Loss Plateau? Understanding Abrupt Learning in Transformers
- NeurIPS 2025What Moves the Eyes: Doubling Mechanistic Model Performance Using Deep Networks to Discover and Test Cognitive Hypotheses
- NeurIPS 2025Why Playing Against Diverse and Challenging Opponents Speeds Up Coevolution: A Theoretical Analysis on Combinatorial Games
- NeurIPS 2025Wukong's 72 Transformations: High-fidelity Textured 3D Morphing via Flow Models
- NeurIPS 2025ZEBRA: Towards Zero-Shot Cross-Subject Generalization for Universal Brain Visual Decoding
- NeurIPS 2024$\textit{NeuroPath}$: A Neural Pathway Transformer for Joining the Dots of Human Connectomes
- NeurIPS 2024A Canonicalization Perspective on Invariant and Equivariant Learning
- NeurIPS 2024A generalized neural tangent kernel for surrogate gradient learning
- NeurIPS 2024A Polar coordinate system represents syntax in large language models
- NeurIPS 2024A Recipe for Charge Density Prediction
- NeurIPS 2024A scalable generative model for dynamical system reconstruction from neuroimaging data
- NeurIPS 2024A Simple and Adaptive Learning Rate for FTRL in Online Learning with Minimax Regret of $\Theta(T^{2/3})$ and its Application to Best-of-Both-Worlds
- NeurIPS 2024A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits
- NeurIPS 2024A Unifying Normative Framework of Decision Confidence
- NeurIPS 2024Abrupt Learning in Transformers: A Case Study on Matrix Completion
- NeurIPS 2024Active learning of neural population dynamics using two-photon holographic optogenetics
- NeurIPS 2024ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets
- NeurIPS 2024Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators
- NeurIPS 2024Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation
- NeurIPS 2024AllClear: A Comprehensive Dataset and Benchmark for Cloud Removal in Satellite Imagery
- NeurIPS 2024Almost Free: Self-concordance in Natural Exponential Families and an Application to Bandits
- NeurIPS 2024An Autoencoder-Like Nonnegative Matrix Co-Factorization for Improved Student Cognitive Modeling
- NeurIPS 2024An exactly solvable model for emergence and scaling laws in the multitask sparse parity problem
- NeurIPS 2024Analytically deriving Partial Information Decomposition for affine systems of stable and convolution-closed distributions
- NeurIPS 2024APDDv2: Aesthetics of Paintings and Drawings Dataset with Artist Labeled Scores and Comments
- NeurIPS 2024Artificial Generational Intelligence: Cultural Accumulation in Reinforcement Learning
- NeurIPS 2024Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models
- NeurIPS 2024Autonomous Driving with Spiking Neural Networks
- NeurIPS 2024AutoSurvey: Large Language Models Can Automatically Write Surveys
- NeurIPS 2024Back to the Continuous Attractor
- NeurIPS 2024Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects
- NeurIPS 2024Bias Amplification in Language Model Evolution: An Iterated Learning Perspective
- NeurIPS 2024Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps
- NeurIPS 2024Biologically Inspired Learning Model for Instructed Vision
- NeurIPS 2024Brain Treebank: Large-scale intracranial recordings from naturalistic language stimuli
- NeurIPS 2024Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking
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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。