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 523 篇，第 10 / 11 页
- ICLR 2024On the Posterior Distribution in Denoising: Application to Uncertainty Quantification
- ICLR 2024One-hot Generalized Linear Model for Switching Brain State Discovery
- ICLR 2024Online Stabilization of Spiking Neural Networks
- ICLR 2024Perceptual Scales Predicted by Fisher Information Metrics
- ICLR 2024Pre-training Sequence, Structure, and Surface Features for Comprehensive Protein Representation Learning
- ICLR 2024Predictive auxiliary objectives in deep RL mimic learning in the brain
- ICLR 2024Predictive, scalable and interpretable knowledge tracing on structured domains
- ICLR 2024Scalable and Effective Implicit Graph Neural Networks on Large Graphs
- ICLR 2024Searching for High-Value Molecules Using Reinforcement Learning and Transformers
- ICLR 2024SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training
- ICLR 2024Solving High Frequency and Multi-Scale PDEs with Gaussian Processes
- ICLR 2024Space and time continuous physics simulation from partial observations
- ICLR 2024Spatio-Temporal Approximation: A Training-Free SNN Conversion for Transformers
- ICLR 2024Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips
- ICLR 2024Structural Inference with Dynamics Encoding and Partial Correlation Coefficients
- ICLR 2024Successor Heads: Recurring, Interpretable Attention Heads In The Wild
- ICLR 2024Sufficient conditions for offline reactivation in recurrent neural networks
- ICLR 2024Symmetric Basis Convolutions for Learning Lagrangian Fluid Mechanics
- ICLR 2024Synaptic Weight Distributions Depend on the Geometry of Plasticity
- ICLR 2024TAB: Temporal Accumulated Batch Normalization in Spiking Neural Networks
- ICLR 2024The Expressive Leaky Memory Neuron: an Efficient and Expressive Phenomenological Neuron Model Can Solve Long-Horizon Tasks.
- ICLR 2024Threaten Spiking Neural Networks through Combining Rate and Temporal Information
- ICLR 2024Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework
- ICLR 2024Towards LLM4QPE: Unsupervised Pretraining of Quantum Property Estimation and A Benchmark
- ICLR 2024Traveling Waves Encode The Recent Past and Enhance Sequence Learning
- ICLR 2024Turning large language models into cognitive models
- ICLR 2024UniTabE: A Universal Pretraining Protocol for Tabular Foundation Model in Data Science
- ICLR 2024Unveiling the Unseen: Identifiable Clusters in Trained Depthwise Convolutional Kernels
- ICLR 2024VBH-GNN: Variational Bayesian Heterogeneous Graph Neural Networks for Cross-subject Emotion Recognition
- ICLR 2023A framework for benchmarking Class-out-of-distribution detection and its application to ImageNet
- ICLR 2023A Primal-Dual Framework for Transformers and Neural Networks
- ICLR 2023A probabilistic framework for task-aligned intra- and inter-area neural manifold estimation
- ICLR 2023A Theoretical Framework for Inference and Learning in Predictive Coding Networks
- ICLR 2023A View From Somewhere: Human-Centric Face Representations
- ICLR 2023Actionable Neural Representations: Grid Cells from Minimal Constraints
- ICLR 2023Anisotropic Message Passing: Graph Neural Networks with Directional and Long-Range Interactions
- ICLR 2023Backpropagation at the Infinitesimal Inference Limit of Energy-Based Models: Unifying Predictive Coding, Equilibrium Propagation, and Contrastive Hebbian Learning
- ICLR 2023Bayesian Oracle for bounding information gain in neural encoding models
- ICLR 2023Bort: Towards Explainable Neural Networks with Bounded Orthogonal Constraint
- ICLR 2023BrainBERT: Self-supervised representation learning for intracranial recordings
- ICLR 2023Bridging the Gap between ANNs and SNNs by Calibrating Offset Spikes
- ICLR 2023Can Neural Networks Learn Implicit Logic from Physical Reasoning?
- ICLR 2023Contextual bandits with concave rewards, and an application to fair ranking
- ICLR 2023D4FT: A Deep Learning Approach to Kohn-Sham Density Functional Theory
- ICLR 2023Distilling Cognitive Backdoor Patterns within an Image
- ICLR 2023Efficient approximation of neural population structure and correlations with probabilistic circuits
- ICLR 2023FINDE: Neural Differential Equations for Finding and Preserving Invariant Quantities
- ICLR 2023Harnessing Out-Of-Distribution Examples via Augmenting Content and Style
- ICLR 2023How gradient estimator variance and bias impact learning in neural networks
- ICLR 2023HyperDeepONet: learning operator with complex target function space using the limited resources via hypernetwork
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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？
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。