Applications · neuroscience and cognitive science papers, 2023–2026
Application area: neuroscience_and_cognitive_science
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 2,033 papers are tagged with this topic.
Key findings
- Applications · neuroscience and cognitive science went from 183 papers in 2023 to 753 in 2026, roughly 4.1x in three years.
- NeurIPS publishes the most Applications · neuroscience and cognitive science work: 824 papers from 2023 to 2026, 41% of the four-venue total.
- The fastest-growing overlap is with Diffusion Models: papers tagged with both rose from 4 in 2023 to 44 in 2026.
- Among the 10 topics under Application Domains, it ranks #4 by 2026 paper count; the fastest grower in the group, Applications · health medicine, is up 61x versus 4.1x here.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 66 | 44 | 49 | 24 | 183 |
| 2024 | 189 | 99 | 107 | 29 | 424 |
| 2025 | 342 | 151 | 157 | 23 | 673 |
| 2026 | 227 | 229 | 263 | 34 | 753 |
Representative papers
Spread across years and venues so every edition shows up
- 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
All Applications · neuroscience and cognitive science papers
2,033 papers, page 31 of 41
- ICLR 2024Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI
- ICLR 2024Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior
- ICLR 2024Large Language Models as Optimizers
- ICLR 2024Learning Delays in Spiking Neural Networks using Dilated Convolutions with Learnable Spacings
- ICLR 2024Learning dynamic representations of the functional connectome in neurobiological networks
- ICLR 2024Learning interpretable control inputs and dynamics underlying animal locomotion
- ICLR 2024Learning Over Molecular Conformer Ensembles: Datasets and Benchmarks
- ICLR 2024Learning Planning Abstractions from Language
- ICLR 2024Learning Polynomial Problems with $SL(2, \mathbb{R})$-Equivariance
- ICLR 2024Learning semilinear neural operators: A unified recursive framework for prediction and data assimilation.
- ICLR 2024Learning the greatest common divisor: explaining transformer predictions
- ICLR 2024Learning Thresholds with Latent Values and Censored Feedback
- ICLR 2024Learning to Reject with a Fixed Predictor: Application to Decontextualization
- ICLR 2024Leveraging Generative Models for Unsupervised Alignment of Neural Time Series Data
- ICLR 2024LipSim: A Provably Robust Perceptual Similarity Metric
- ICLR 2024Manipulating dropout reveals an optimal balance of efficiency and robustness in biological and machine visual systems
- ICLR 2024MAPE-PPI: Towards Effective and Efficient Protein-Protein Interaction Prediction via Microenvironment-Aware Protein Embedding
- ICLR 2024Mayfly: a Neural Data Structure for Graph Stream Summarization
- ICLR 2024MgNO: Efficient Parameterization of Linear Operators via Multigrid
- ICLR 2024Modeling state-dependent communication between brain regions with switching nonlinear dynamical systems
- ICLR 2024MOFDiff: Coarse-grained Diffusion for Metal-Organic Framework Design
- ICLR 2024Most discriminative stimuli for functional cell type clustering
- ICLR 2024Multi-modal Gaussian Process Variational Autoencoders for Neural and Behavioral Data
- ICLR 2024Neuroformer: Multimodal and Multitask Generative Pretraining for Brain Data
- ICLR 2024On the generalization capacity of neural networks during generic multimodal reasoning
- ICLR 2024On the Posterior Distribution in Denoising: Application to Uncertainty Quantification
- ICLR 2024One-hot Generalized Linear Model for Switching Brain State Discovery
- ICLR 2024Online Stabilization of Spiking Neural Networks
- ICLR 2024Perceptual Scales Predicted by Fisher Information Metrics
- ICLR 2024Pre-training Sequence, Structure, and Surface Features for Comprehensive Protein Representation Learning
- ICLR 2024Predictive auxiliary objectives in deep RL mimic learning in the brain
- ICLR 2024Predictive, scalable and interpretable knowledge tracing on structured domains
- ICLR 2024Scalable and Effective Implicit Graph Neural Networks on Large Graphs
- ICLR 2024Searching for High-Value Molecules Using Reinforcement Learning and Transformers
- ICLR 2024SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training
- ICLR 2024Solving High Frequency and Multi-Scale PDEs with Gaussian Processes
- ICLR 2024Space and time continuous physics simulation from partial observations
- ICLR 2024Spatio-Temporal Approximation: A Training-Free SNN Conversion for Transformers
- ICLR 2024Spike-driven Transformer V2: Meta Spiking Neural Network Architecture Inspiring the Design of Next-generation Neuromorphic Chips
- ICLR 2024Structural Inference with Dynamics Encoding and Partial Correlation Coefficients
- ICLR 2024Successor Heads: Recurring, Interpretable Attention Heads In The Wild
- ICLR 2024Sufficient conditions for offline reactivation in recurrent neural networks
- ICLR 2024Symmetric Basis Convolutions for Learning Lagrangian Fluid Mechanics
- ICLR 2024Synaptic Weight Distributions Depend on the Geometry of Plasticity
- ICLR 2024TAB: Temporal Accumulated Batch Normalization in Spiking Neural Networks
- ICLR 2024The Expressive Leaky Memory Neuron: an Efficient and Expressive Phenomenological Neuron Model Can Solve Long-Horizon Tasks.
- ICLR 2024Threaten Spiking Neural Networks through Combining Rate and Temporal Information
- ICLR 2024Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework
- ICLR 2024Towards LLM4QPE: Unsupervised Pretraining of Quantum Property Estimation and A Benchmark
- ICLR 2024Traveling Waves Encode The Recent Past and Enhance Sequence Learning
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FAQ
- How many Applications · neuroscience and cognitive science papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?
- 2,033 in total: 183 in 2023, 424 in 2024, 673 in 2025, 753 in 2026.
- How many Applications · neuroscience and cognitive science papers are at NeurIPS 2026?
- NeurIPS 2026 has 227 Applications · neuroscience and cognitive science papers, versus 342 the year before.
- How many Applications · neuroscience and cognitive science papers are at ICLR 2026?
- ICLR 2026 has 229 Applications · neuroscience and cognitive science papers, versus 151 the year before.
- How many Applications · neuroscience and cognitive science papers are at ICML 2026?
- ICML 2026 has 263 Applications · neuroscience and cognitive science papers, versus 157 the year before.
- How many Applications · neuroscience and cognitive science papers are at CVPR 2026?
- CVPR 2026 has 34 Applications · neuroscience and cognitive science papers, versus 23 the year before.
- Which conference publishes the most Applications · neuroscience and cognitive science papers?
- NeurIPS, with 824 papers from 2023 to 2026.
More in Application Domains
- Applications · chemistry physics and earth sciences 3,316
- Applications · computer vision 2,538
- Applications · speech and audio 1,722
- Applications · human computer interaction 1,027
- Applications · robotics 393
- Applications · health medicine 350
- Applications · security 28
- Applications · economics 19
- Applications · education 4