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 424 篇，第 6 / 9 页
- 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
- NeurIPS 2024BrainBits: How Much of the Brain are Generative Reconstruction Methods Using?
- NeurIPS 2024Bridging semantics and pragmatics in information-theoretic emergent communication
- NeurIPS 2024Bridging the Divide: Reconsidering Softmax and Linear Attention
- NeurIPS 2024Can LLMs Implicitly Learn Numeric Parameter Constraints in Data Science APIs?
- NeurIPS 2024Can Transformers Smell Like Humans?
- NeurIPS 2024Collaborative Cognitive Diagnosis with Disentangled Representation Learning for Learner Modeling
- NeurIPS 2024Compositional Generalization Across Distributional Shifts with Sparse Tree Operations
- NeurIPS 2024Consistency Models for Scalable and Fast Simulation-Based Inference
- NeurIPS 2024Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model
- NeurIPS 2024Continuous Spatiotemporal Events Decoupling through Spike-based Bayesian Computation
- NeurIPS 2024Contrastive-Equivariant Self-Supervised Learning Improves Alignment with Primate Visual Area IT
- NeurIPS 2024Controlled maximal variability along with reliable performance in recurrent neural networks
- NeurIPS 2024Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents
- NeurIPS 2024Crafting Interpretable Embeddings for Language Neuroscience by Asking LLMs Questions
- NeurIPS 2024DARNet: Dual Attention Refinement Network with Spatiotemporal Construction for Auditory Attention Detection
- NeurIPS 2024Designing Cell-Type-Specific Promoter Sequences Using Conservative Model-Based Optimization
- NeurIPS 2024Differentially Private Equivalence Testing for Continuous Distributions and Applications
- NeurIPS 2024Discovering plasticity rules that organize and maintain neural circuits
- NeurIPS 2024DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive Diagnosis
- NeurIPS 2024Disentangling the Roles of Distinct Cell Classes with Cell-Type Dynamical Systems
- NeurIPS 2024Divergences between Language Models and Human Brains
- NeurIPS 2024Divide-and-Conquer Predictive Coding: a structured Bayesian inference algorithm
- NeurIPS 2024Doing Experiments and Revising Rules with Natural Language and Probabilistic Reasoning
- NeurIPS 2024Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals
- NeurIPS 2024EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals
- NeurIPS 2024EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals
- NeurIPS 2024Empowering and Assessing the Utility of Large Language Models in Crop Science
- NeurIPS 2024Energy-Based Modelling for Discrete and Mixed Data via Heat Equations on Structured Spaces
- NeurIPS 2024EnOF-SNN: Training Accurate Spiking Neural Networks via Enhancing the Output Feature
- NeurIPS 2024Entropy testing and its application to testing Bayesian networks
- NeurIPS 2024Evaluating alignment between humans and neural network representations in image-based learning tasks
- NeurIPS 2024Evaluating Numerical Reasoning in Text-to-Image Models
- NeurIPS 2024Exact Gradients for Stochastic Spiking Neural Networks Driven by Rough Signals
- NeurIPS 2024Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Models
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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。