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 824 篇，第 16 / 17 页

751. NeurIPS 2024Understanding and Improving Training-free Loss-based Diffusion Guidance
752. NeurIPS 2024Understanding the Limits of Vision Language Models Through the Lens of the Binding Problem
753. NeurIPS 2024UniAR: A Unified model for predicting human Attention and Responses on visual content
754. NeurIPS 2024Uniform Last-Iterate Guarantee for Bandits and Reinforcement Learning
755. NeurIPS 2024Unsupervised Discovery of Formulas for Mathematical Constants
756. NeurIPS 2024UrbanDataLayer: A Unified Data Pipeline for Urban Science
757. NeurIPS 2024Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion
758. NeurIPS 2024Visual Pinwheel Centers Act as Geometric Saliency Detectors
759. NeurIPS 2023$H$-Consistency Bounds: Characterization and Extensions
760. NeurIPS 2023A Bounded Ability Estimation for Computerized Adaptive Testing
761. NeurIPS 2023A Framework for Fast and Stable Representations of Multiparameter Persistent Homology Decompositions
762. NeurIPS 2023Adaptive whitening with fast gain modulation and slow synaptic plasticity
763. NeurIPS 2023AMAG: Additive, Multiplicative and Adaptive Graph Neural Network For Forecasting Neuron Activity
764. NeurIPS 2023Bayesian target optimisation for high-precision holographic optogenetics
765. NeurIPS 2023Boosting Spectral Clustering on Incomplete Data via Kernel Correction and Affinity Learning
766. NeurIPS 2023Brain Dissection: fMRI-trained Networks Reveal Spatial Selectivity in the Processing of Natural Images
767. NeurIPS 2023Break It Down: Evidence for Structural Compositionality in Neural Networks
768. NeurIPS 2023CAPP-130: A Corpus of Chinese Application Privacy Policy Summarization and Interpretation
769. NeurIPS 2023Cognitive Model Discovery via Disentangled RNNs
770. NeurIPS 2023Critical Initialization of Wide and Deep Neural Networks using Partial Jacobians: General Theory and Applications
771. NeurIPS 2023Data-Driven Network Neuroscience: On Data Collection and Benchmark
772. NeurIPS 2023DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models
773. NeurIPS 2023Decoding the Enigma: Benchmarking Humans and AIs on the Many Facets of Working Memory
774. NeurIPS 2023Degraded Polygons Raise Fundamental Questions of Neural Network Perception
775. NeurIPS 2023Disentangling Cognitive Diagnosis with Limited Exercise Labels
776. NeurIPS 2023Distribution-Free Statistical Dispersion Control for Societal Applications
777. NeurIPS 2023Exploiting Correlated Auxiliary Feedback in Parameterized Bandits
778. NeurIPS 2023Fast Exact Leverage Score Sampling from Khatri-Rao Products with Applications to Tensor Decomposition
779. NeurIPS 2023Fast Optimal Transport through Sliced Generalized Wasserstein Geodesics
780. NeurIPS 2023Formalizing locality for normative synaptic plasticity models
781. NeurIPS 2023GAUCHE: A Library for Gaussian Processes in Chemistry
782. NeurIPS 2023Gaussian Partial Information Decomposition: Bias Correction and Application to High-dimensional Data
783. NeurIPS 2023Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity
784. NeurIPS 2023Gradient Descent with Linearly Correlated Noise: Theory and Applications to Differential Privacy
785. NeurIPS 2023Hyper-HMM: aligning human brains and semantic features in a common latent event space
786. NeurIPS 2023Individual Arbitrariness and Group Fairness
787. NeurIPS 2023Inferring Hybrid Neural Fluid Fields from Videos
788. NeurIPS 2023Inferring the Future by Imagining the Past
789. NeurIPS 2023Information Maximization Perspective of Orthogonal Matching Pursuit with Applications to Explainable AI
790. NeurIPS 2023Interaction Measures, Partition Lattices and Kernel Tests for High-Order Interactions
791. NeurIPS 2023Joint processing of linguistic properties in brains and language models
792. NeurIPS 2023Large Language Models are Fixated by Red Herrings: Exploring Creative Problem Solving and Einstellung Effect using the Only Connect Wall Dataset
793. NeurIPS 2023Large language models implicitly learn to straighten neural sentence trajectories to construct a predictive representation of natural language.
794. NeurIPS 2023Learning better with Dale’s Law: A Spectral Perspective
795. NeurIPS 2023Matrix Compression via Randomized Low Rank and Low Precision Factorization
796. NeurIPS 2023MoCa: Measuring Human-Language Model Alignment on Causal and Moral Judgment Tasks
797. NeurIPS 2023Modeling Human Visual Motion Processing with Trainable Motion Energy Sensing and a Self-attention Network
798. NeurIPS 2023Multiclass Boosting: Simple and Intuitive Weak Learning Criteria
799. NeurIPS 2023Multimodal Deep Learning Model Unveils Behavioral Dynamics of V1 Activity in Freely Moving Mice
800. NeurIPS 2023NeuroEvoBench: Benchmarking Evolutionary Optimizers for Deep Learning Applications

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。