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 8 / 9 页
- NeurIPS 2024NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction
- NeurIPS 2024Nonlinear dynamics of localization in neural receptive fields
- NeurIPS 2024Not so griddy: Internal representations of RNNs path integrating more than one agent
- NeurIPS 2024Object segmentation from common fate: Motion energy processing enables human-like zero-shot generalization to random dot stimuli
- NeurIPS 2024OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI
- NeurIPS 2024One Sample Fits All: Approximating All Probabilistic Values Simultaneously and Efficiently
- NeurIPS 2024Only Strict Saddles in the Energy Landscape of Predictive Coding Networks?
- NeurIPS 2024OpenDebateEvidence: A Massive-Scale Argument Mining and Summarization Dataset
- NeurIPS 2024Parallel Backpropagation for Shared-Feature Visualization
- NeurIPS 2024Parameter Symmetry and Noise Equilibrium of Stochastic Gradient Descent
- NeurIPS 2024Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics
- NeurIPS 2024Pedestrian Trajectory Prediction with Missing Data: Datasets, Imputation, and Benchmarking
- NeurIPS 2024Physics-informed Neural Networks for Functional Differential Equations: Cylindrical Approximation and Its Convergence Guarantees
- NeurIPS 2024Predicting Ground State Properties: Constant Sample Complexity and Deep Learning Algorithms
- NeurIPS 2024Predictive Attractor Models
- NeurIPS 2024Pretraining with Random Noise for Fast and Robust Learning without Weight Transport
- NeurIPS 2024Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics
- NeurIPS 2024Probablistic Emulation of a Global Climate Model with Spherical DYffusion
- NeurIPS 2024Provably Optimal Memory Capacity for Modern Hopfield Models: Transformer-Compatible Dense Associative Memories as Spherical Codes
- NeurIPS 2024PURE: Prompt Evolution with Graph ODE for Out-of-distribution Fluid Dynamics Modeling
- NeurIPS 2024QKFormer: Hierarchical Spiking Transformer using Q-K Attention
- NeurIPS 2024realSEUDO for real-time calcium imaging analysis
- NeurIPS 2024Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery
- NeurIPS 2024Recurrent neural network dynamical systems for biological vision
- NeurIPS 2024Reinforcement Learning Under Latent Dynamics: Toward Statistical and Algorithmic Modularity
- NeurIPS 2024Reproducibility of predictive networks for mouse visual cortex
- NeurIPS 2024Rethinking the Membrane Dynamics and Optimization Objectives of Spiking Neural Networks
- NeurIPS 2024Retrieval-Retro: Retrieval-based Inorganic Retrosynthesis with Expert Knowledge
- NeurIPS 2024Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos
- NeurIPS 2024Robust and Faster Zeroth-Order Minimax Optimization: Complexity and Applications
- NeurIPS 2024RTify: Aligning Deep Neural Networks with Human Behavioral Decisions
- NeurIPS 2024Sample Complexity of Algorithm Selection Using Neural Networks and Its Applications to Branch-and-Cut
- NeurIPS 2024SAND: Smooth imputation of sparse and noisy functional data with Transformer networks
- NeurIPS 2024Second-order forward-mode optimization of recurrent neural networks for neuroscience
- NeurIPS 2024SETLEXSEM CHALLENGE: Using Set Operations to Evaluate the Lexical and Semantic Robustness of Language Models
- NeurIPS 2024Shaping the distribution of neural responses with interneurons in a recurrent circuit model
- NeurIPS 2024Smoke and Mirrors in Causal Downstream Tasks
- NeurIPS 2024Spectral Learning of Shared Dynamics Between Generalized-Linear Processes
- NeurIPS 2024SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural Network
- NeurIPS 2024Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
- NeurIPS 2024Spike-based Neuromorphic Model for Sound Source Localization
- NeurIPS 2024SpikedAttention: Training-Free and Fully Spike-Driven Transformer-to-SNN Conversion with Winner-Oriented Spike Shift for Softmax Operation
- NeurIPS 2024Spiking Neural Network as Adaptive Event Stream Slicer
- NeurIPS 2024SS1: Accelerating Inference with Fast and Expressive Sketch Structured Transform
- NeurIPS 2024Stochastic Optimal Control and Estimation with Multiplicative and Internal Noise
- NeurIPS 2024Stochastic Optimal Control Matching
- NeurIPS 2024Stochastic Taylor Derivative Estimator: Efficient amortization for arbitrary differential operators
- NeurIPS 2024Structured flexibility in recurrent neural networks via neuromodulation
- NeurIPS 2024Superposed Decoding: Multiple Generations from a Single Autoregressive Inference Pass
- NeurIPS 2024Take A Shortcut Back: Mitigating the Gradient Vanishing for Training Spiking Neural Networks
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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。