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 9 / 11 页
- ICLR 2024Complex priors and flexible inference in recurrent circuits with dendritic nonlinearities
- ICLR 2024Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks
- ICLR 2024Critical Learning Periods Emerge Even in Deep Linear Networks
- ICLR 2024Crystalformer: Infinitely Connected Attention for Periodic Structure Encoding
- ICLR 2024Decoding Natural Images from EEG for Object Recognition
- ICLR 2024Deep Geodesic Canonical Correlation Analysis for Covariance-Based Neuroimaging Data
- ICLR 2024Defining Expertise: Applications to Treatment Effect Estimation
- ICLR 2024Diffeomorphic Mesh Deformation via Efficient Optimal Transport for Cortical Surface Reconstruction
- ICLR 2024DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genomes
- ICLR 2024Emergent Communication with Conversational Repair
- ICLR 2024Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks
- ICLR 2024Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting
- ICLR 2024Epitopological learning and Cannistraci-Hebb network shape intelligence brain-inspired theory for ultra-sparse advantage in deep learning
- ICLR 2024Estimating Shape Distances on Neural Representations with Limited Samples
- ICLR 2024Evaluating Representation Learning on the Protein Structure Universe
- ICLR 2024Exploring Effective Stimulus Encoding via Vision System Modeling for Visual Prostheses
- ICLR 2024Fast and unified path gradient estimators for normalizing flows
- ICLR 2024Fine-Tuned Language Models Generate Stable Inorganic Materials as Text
- ICLR 2024FlashAttention-2: Faster Attention with Better Parallelism and Work Partitioning
- ICLR 2024Forward Learning with Top-Down Feedback: Empirical and Analytical Characterization
- ICLR 2024How connectivity structure shapes rich and lazy learning in neural circuits
- ICLR 2024Implicit Gaussian process representation of vector fields over arbitrary latent manifolds
- ICLR 2024In-Context Learning Dynamics with Random Binary Sequences
- ICLR 2024Intriguing Properties of Generative Classifiers
- ICLR 2024Invariance-based Learning of Latent Dynamics
- ICLR 2024Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI
- ICLR 2024Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior
- ICLR 2024Large Language Models as Optimizers
- ICLR 2024Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings
- ICLR 2024Learning dynamic representations of the functional connectome in neurobiological networks
- ICLR 2024Learning interpretable control inputs and dynamics underlying animal locomotion
- ICLR 2024Learning Over Molecular Conformer Ensembles: Datasets and Benchmarks
- ICLR 2024Learning Planning Abstractions from Language
- ICLR 2024Learning Polynomial Problems with $SL(2, \mathbb{R})$-Equivariance
- ICLR 2024Learning semilinear neural operators: A unified recursive framework for prediction and data assimilation.
- ICLR 2024Learning the greatest common divisor: explaining transformer predictions
- ICLR 2024Learning Thresholds with Latent Values and Censored Feedback
- ICLR 2024Learning to Reject with a Fixed Predictor: Application to Decontextualization
- ICLR 2024Leveraging Generative Models for Unsupervised Alignment of Neural Time Series Data
- ICLR 2024LipSim: A Provably Robust Perceptual Similarity Metric
- ICLR 2024Manipulating dropout reveals an optimal balance of efficiency and robustness in biological and machine visual systems
- ICLR 2024MAPE-PPI: Towards Effective and Efficient Protein-Protein Interaction Prediction via Microenvironment-Aware Protein Embedding
- ICLR 2024Mayfly: a Neural Data Structure for Graph Stream Summarization
- ICLR 2024MgNO: Efficient Parameterization of Linear Operators via Multigrid
- ICLR 2024Modeling state-dependent communication between brain regions with switching nonlinear dynamical systems
- ICLR 2024MOFDiff: Coarse-grained Diffusion for Metal-Organic Framework Design
- ICLR 2024Most discriminative stimuli for functional cell type clustering
- ICLR 2024Multi-modal Gaussian Process Variational Autoencoders for Neural and Behavioral Data
- ICLR 2024Neuroformer: Multimodal and Multitask Generative Pretraining for Brain Data
- ICLR 2024On the generalization capacity of neural networks during generic multimodal reasoning
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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。