应用 · neuroscience and cognitive science论文趋势 2023–2026

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。

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 673 篇，第 2 / 14 页

51. ICLR 2025Credit-based self organizing maps: training deep topographic networks with minimal performance degradation
52. ICLR 2025CREIMBO: Cross-Regional Ensemble Interactions in Multi-view Brain Observations
53. ICLR 2025CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery
54. ICLR 2025CURIE: Evaluating LLMs on Multitask Scientific Long-Context Understanding and Reasoning
55. ICLR 2025Debiasing Mini-Batch Quadratics for Applications in Deep Learning
56. ICLR 2025DeeperForward: Enhanced Forward-Forward Training for Deeper and Better Performance
57. ICLR 2025DeepTAGE: Deep Temporal-Aligned Gradient Enhancement for Optimizing Spiking Neural Networks
58. ICLR 2025Descent with Misaligned Gradients and Applications to Hidden Convexity
59. ICLR 2025Differentiable and Learnable Wireless Simulation with Geometric Transformers
60. ICLR 2025Differentiable Optimization of Similarity Scores Between Models and Brains
61. ICLR 2025Discovering Temporally Compositional Neural Manifolds with Switching Infinite GPFA
62. ICLR 2025Discretization-invariance? On the Discretization Mismatch Errors in Neural Operators
63. ICLR 2025Discriminating image representations with principal distortions
64. ICLR 2025Disentangling 3D Animal Pose Dynamics with Scrubbed Conditional Latent Variables
65. ICLR 2025Disentangling Representations through Multi-task Learning
66. ICLR 2025Distilling Structural Representations into Protein Sequence Models
67. ICLR 2025Do Mice Grok? Glimpses of Hidden Progress in Sensory Cortex
68. ICLR 2025Does Spatial Cognition Emerge in Frontier Models?
69. ICLR 2025DSBench: How Far Are Data Science Agents from Becoming Data Science Experts?
70. ICLR 2025Efficient Evolutionary Search Over Chemical Space with Large Language Models
71. ICLR 2025Efficient Neuron Segmentation in Electron Microscopy by Affinity-Guided Queries
72. ICLR 2025Emergent Orientation Maps —— Mechanisms, Coding Efficiency and Robustness
73. ICLR 2025Enhancing the Scalability and Applicability of Kohn-Sham Hamiltonians for Molecular Systems
74. ICLR 2025Examining Alignment of Large Language Models through Representative Heuristics: the case of political stereotypes
75. ICLR 2025Exploring Prosocial Irrationality for LLM Agents: A Social Cognition View
76. ICLR 2025Expressivity of Neural Networks with Random Weights and Learned Biases
77. ICLR 2025Extendable and Iterative Structure Learning Strategy for Bayesian Networks
78. ICLR 2025Fast and Accurate Blind Flexible Docking
79. ICLR 2025Fengbo: a Clifford Neural Operator pipeline for 3D PDEs in Computational Fluid Dynamics
80. ICLR 2025Finding Shared Decodable Concepts and their Negations in the Brain
81. ICLR 2025Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design
82. ICLR 2025From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks
83. ICLR 2025Generalization Bounds and Model Complexity for Kolmogorov–Arnold Networks
84. ICLR 2025Graph Neural Networks for Edge Signals: Orientation Equivariance and Invariance
85. ICLR 2025Group Ligands Docking to Protein Pockets
86. ICLR 2025Hot-pluggable Federated Learning: Bridging General and Personalized FL via Dynamic Selection
87. ICLR 2025Hotspot-Driven Peptide Design via Multi-Fragment Autoregressive Extension
88. ICLR 2025How to Verify Any (Reasonable) Distribution Property: Computationally Sound Argument Systems for Distributions
89. ICLR 2025Hyperbolic Genome Embeddings
90. ICLR 2025IFORMER: INTEGRATING CONVNET AND TRANSFORMER FOR MOBILE APPLICATION
91. ICLR 2025Improving Semantic Understanding in Speech Language Models via Brain-tuning
92. ICLR 2025Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency
93. ICLR 2025In vivo cell-type and brain region classification via multimodal contrastive learning
94. ICLR 2025Inverse Attention Agents for Multi-Agent Systems
95. ICLR 2025Inverse decision-making using neural amortized Bayesian actors
96. ICLR 2025KAN: Kolmogorov–Arnold Networks
97. ICLR 2025KinPFN: Bayesian Approximation of RNA Folding Kinetics using Prior-Data Fitted Networks
98. ICLR 2025L3Ms — Lagrange Large Language Models
99. ICLR 2025Language Models Trained to do Arithmetic Predict Human Risky and Intertemporal Choice
100. ICLR 2025Large Language Models Assume People are More Rational than We Really are

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。