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 34 of 41
- ICML 2024The Non-linear $F$-Design and Applications to Interactive Learning
- ICML 2024The WMDP Benchmark: Measuring and Reducing Malicious Use with Unlearning
- ICML 2024Tilting the Odds at the Lottery: the Interplay of Overparameterisation and Curricula in Neural Networks
- ICML 2024Turnstile $\ell_p$ leverage score sampling with applications
- ICML 2024Two Heads are Actually Better than One: Towards Better Adversarial Robustness via Transduction and Rejection
- ICML 2024UGrid: An Efficient-And-Rigorous Neural Multigrid Solver for Linear PDEs
- ICML 2024Uniformly Stable Algorithms for Adversarial Training and Beyond
- ICML 2024Unlock the Cognitive Generalization of Deep Reinforcement Learning via Granular Ball Representation
- ICML 2024Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity
- ICML 2024Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration
- ICML 2024Why Do Animals Need Shaping? A Theory of Task Composition and Curriculum Learning
- NeurIPS 2024$\textit{NeuroPath}$: A Neural Pathway Transformer for Joining the Dots of Human Connectomes
- NeurIPS 2024A Canonicalization Perspective on Invariant and Equivariant Learning
- NeurIPS 2024A generalized neural tangent kernel for surrogate gradient learning
- NeurIPS 2024A Polar coordinate system represents syntax in large language models
- NeurIPS 2024A Recipe for Charge Density Prediction
- NeurIPS 2024A scalable generative model for dynamical system reconstruction from neuroimaging data
- NeurIPS 2024A Simple and Adaptive Learning Rate for FTRL in Online Learning with Minimax Regret of $\Theta(T^{2/3})$ and its Application to Best-of-Both-Worlds
- NeurIPS 2024A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits
- NeurIPS 2024A Unifying Normative Framework of Decision Confidence
- NeurIPS 2024Abrupt Learning in Transformers: A Case Study on Matrix Completion
- NeurIPS 2024Active learning of neural population dynamics using two-photon holographic optogenetics
- NeurIPS 2024ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets
- NeurIPS 2024Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators
- NeurIPS 2024Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation
- NeurIPS 2024AllClear: A Comprehensive Dataset and Benchmark for Cloud Removal in Satellite Imagery
- NeurIPS 2024Almost Free: Self-concordance in Natural Exponential Families and an Application to Bandits
- NeurIPS 2024An Autoencoder-Like Nonnegative Matrix Co-Factorization for Improved Student Cognitive Modeling
- NeurIPS 2024An exactly solvable model for emergence and scaling laws in the multitask sparse parity problem
- NeurIPS 2024Analytically deriving Partial Information Decomposition for affine systems of stable and convolution-closed distributions
- NeurIPS 2024APDDv2: Aesthetics of Paintings and Drawings Dataset with Artist Labeled Scores and Comments
- NeurIPS 2024Artificial Generational Intelligence: Cultural Accumulation in Reinforcement Learning
- NeurIPS 2024Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models
- NeurIPS 2024Autonomous Driving with Spiking Neural Networks
- NeurIPS 2024AutoSurvey: Large Language Models Can Automatically Write Surveys
- NeurIPS 2024Back to the Continuous Attractor
- NeurIPS 2024Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects
- NeurIPS 2024Bias Amplification in Language Model Evolution: An Iterated Learning Perspective
- NeurIPS 2024Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps
- NeurIPS 2024Biologically Inspired Learning Model for Instructed Vision
- NeurIPS 2024Brain Treebank: Large-scale intracranial recordings from naturalistic language stimuli
- NeurIPS 2024Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking
- NeurIPS 2024BrainBits: How Much of the Brain are Generative Reconstruction Methods Using?
- NeurIPS 2024Bridging semantics and pragmatics in information-theoretic emergent communication
- NeurIPS 2024Bridging the Divide: Reconsidering Softmax and Linear Attention
- NeurIPS 2024Can LLMs Implicitly Learn Numeric Parameter Constraints in Data Science APIs?
- NeurIPS 2024Can Transformers Smell Like Humans?
- NeurIPS 2024Collaborative Cognitive Diagnosis with Disentangled Representation Learning for Learner Modeling
- NeurIPS 2024Compositional Generalization Across Distributional Shifts with Sparse Tree Operations
- NeurIPS 2024Consistency Models for Scalable and Fast Simulation-Based Inference
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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