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 753 篇，第 12 / 16 页
- NeurIPS 2026Bounds on Extrapolation across Phase Transitions with Generalized Regression
- NeurIPS 2026Brain-OF: An Omnifunctional Foundation Model for fMRI, EEG and MEG
- NeurIPS 2026Brain2voice 2.0: High-performance voice synthesis brain-computer interface
- NeurIPS 2026Calibrated Target Noise Recovers Curvature from the Gradients
- NeurIPS 2026Cannistraci-Hebb Channel-wise Dynamic Sparse Training of Convolutional Neural Networks with Contextual Modulation
- NeurIPS 2026Capturing Membrane Dynamics and Spike Timing of Human Neurons at Scale using Neural Operators
- NeurIPS 2026CASL-VAE: Learning Structured Latent Variables from Unpaired Data for Semi-supervised Clustering and Paired Sample Generation
- NeurIPS 2026Castle-in-the-Air: Probing the Foundational Visual Deficits of MLLMs via Bottom-Up Cognitive Factors
- NeurIPS 2026Chem-PerturBridge: a harmonized compendium of small molecule perturbation transcriptomic effects
- NeurIPS 2026Clustering with Weak Distance Oracles
- NeurIPS 2026Co-Evolving Interpolants and Flows via Path-Flow Alignment
- NeurIPS 2026CogBench: Evaluating Cognitive-Level Control in LLM Question Generation
- NeurIPS 2026Computationally Efficient Replicable Learning of Parities and Applications
- NeurIPS 2026Concise and Logically Consistent Conformal Sets for Neuro-Symbolic Concept-Based Models
- NeurIPS 2026Conditional independence and graphical models for rankings
- NeurIPS 2026Conformal Prediction with Paraphrase-Aware Scoring for LLM Uncertainty Quantification
- NeurIPS 2026Constrained Bombieri Point Processes
- NeurIPS 2026Constrained Modulatory Reservoirs for Context-Dependent Computation
- NeurIPS 2026Correctable Fork Tokens: Verifier-Anchored Selective Credit Assignment for Tool-Integrated RLVR
- NeurIPS 2026CORTEG: Foundation Models Enable Cross-Modality Representation Transfer from Scalp to Intracranial Brain Recordings
- NeurIPS 2026Cortically-Resolved Recurrent Architecture for fMRI
- NeurIPS 2026Coupled Integral PINN for Discontinuity
- NeurIPS 2026CryoAtlas: A Large Curated Dataset and Unified Benchmark for Cryo-EM Atomic Model Building
- NeurIPS 2026CSBench: A Comprehensive Benchmark for Evaluating Project-Level System Construction in Computer Science
- NeurIPS 2026CutAttn: Discovering Cognitive Transition Layers for Efficient Long-Context Prefilling
- NeurIPS 2026CyBiasBench: Benchmarking Bias in LLM Agents for Cyber-Attack Scenarios
- NeurIPS 2026Debiasing Random Oblique Projections for Subsampled OLS and Fast CUR in High Dimensions
- NeurIPS 2026Decomposing Temporal and Job-Induced Dynamics for Probabilistic Computing Workload Forecasting via Graph-Conditioned Dual-Branch Diffusion
- NeurIPS 2026Decoupling Label Shift and Surrogate Gradient Errors for Robust Federated Spiking Neural Networks
- NeurIPS 2026Derived Fields Preserve Fine-Scale Detail in Budgeted Neural Simulators
- NeurIPS 2026Diagnosing and Repairing Visual Collapse in Compact Medical Multimodal LLMs
- NeurIPS 2026Difference of Convex Programming in the Wasserstein Space with Applications to MMD Optimization
- NeurIPS 2026Differentiating Network Design Objectives for Balancing Cost and Distance
- NeurIPS 2026Direct Conditioning of Audio Diffusion Transformers on fMRI Reveals Cortical Contributions to Sound Reconstruction
- NeurIPS 2026Distributed Online Convex Optimization with Compressed Communication: Optimal Regret and Applications
- NeurIPS 2026Diversity Maximization: Algorithms for Distant $k$-Subsets
- NeurIPS 2026Do Semantic Distance Tests Actually Predict Creativity in Large Language Models?
- NeurIPS 2026Do Speech BCIs Need Larger Models? Rethinking Neural Decoding beyond Scaling
- NeurIPS 2026DriveStreamBench: Evaluating User-Conditioned Watch-and-Notify in Streaming Driving Video
- NeurIPS 2026Echo learning enables biologically plausible temporal credit assignment
- NeurIPS 2026EEG-X: Toward Device-Agnostic and Noise-Robust Foundation Models for EEG
- NeurIPS 2026Efficient Training of Deep Spiking Neural Networks with Input-Driven Derivative-Free Updates
- NeurIPS 2026Efficient Transferable Optimal Transport via Min-Sliced Transport Plans
- NeurIPS 2026ELPAC: Endpoint-Anchored Latent Progression with Stage-Varying Multimodal Coordination
- NeurIPS 2026Emergent representations of graphical structure in mechanistic neural models of causal judgment
- NeurIPS 2026EmpathyChat: Structured Cognitive Reasoning in Empathetic Spoken Dialogue
- NeurIPS 2026Entangled Schrödinger Bridge Matching
- NeurIPS 2026Escaping the Cognitive Well: Efficient Competition Math with Off-the-Shelf Models
- NeurIPS 2026Even Sharper Bounds for Transductive Learning and Its Applications
- NeurIPS 2026Exact Channel Decoupling via Joint Diagonalization and Uniform Splicing for Diffusion Transformer Quantization
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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。