Neuromorphic Computing papers, 2023–2026

Key findings

• Neuromorphic Computing went from 18 papers in 2023 to 35 in 2026, roughly 1.9x in three years.
• NeurIPS publishes the most Neuromorphic Computing work: 34 papers from 2023 to 2026, 37% of the four-venue total.
• The fastest-growing overlap is with Applications · neuroscience and cognitive science: papers tagged with both rose from 1 in 2023 to 12 in 2026.
• Among the 5 topics under Quantum and Exotic Computing, it ranks #1 by 2026 paper count; the fastest grower in the group, Optical Computing, is up 1.2x versus 1.9x here.

Representative papers

Spread across years and venues so every edition shows up

• NeurIPS 2026Algebraic Machine Learning: learning as computing subsets of the subdirect decomposition from Abstract Algebra
• ICML 2026Equilibrium Propagation for Non-Conservative Systems
• ICLR 2026Beyond Linear Processing: Dendritic Bilinear Integration in Spiking Neural Networks
• CVPR 2026Reconstructing Spiking Neural Networks Using a Single Neuron with Autapses
• NeurIPS 2025Synergy Between the Strong and the Weak: Spiking Neural Networks are Inherently Self-Distillers
• ICML 2025Sorbet: A Neuromorphic Hardware-Compatible Transformer-Based Spiking Language Model
• ICLR 2025Quantized Spike-driven Transformer
• CVPR 2025Spiking Transformer with Spatial-Temporal Attention
• NeurIPS 2024LibAMM: Empirical Insights into Approximate Computing for Accelerating Matrix Multiplication
• ICML 2024Robust Stable Spiking Neural Networks
• ICLR 2024Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks
• CVPR 2024DVMNet: Computing Relative Pose for Unseen Objects Beyond Hypotheses
• NeurIPS 2023Computing Approximate $\ell_p$ Sensitivities
• ICML 2023Dynamics-inspired Neuromorphic Visual Representation Learning
• ICLR 2023A Higher Precision Algorithm for Computing the $1$-Wasserstein Distance
• CVPR 2023Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks
• NeurIPS 2026Computing All Optimal Partial $p$-Wasserstein Matchings on the Line
• ICML 2026Event2Vec: Processing neuromorphic events directly by representations in vector space
• ICLR 2026Breaking Gradient Temporal Collinearity for Robust Spiking Neural Networks
• CVPR 2026SDTrack A Baseline for Event-based Tracking via Spiking Neural Networks

All Neuromorphic Computing papers

15 papers, page 1 of 1

1. ICLR 2026A Brain-Inspired Gating Mechanism Unlocks Robust Computation in Spiking Neural Networks
2. ICLR 2026Accelerating Inference for Multilayer Neural Networks with Quantum Computers
3. ICLR 2026Advancing Spatiotemporal Representations in Spiking Neural Networks via Parametric Invertible Transformation
4. ICLR 2026Beyond Linear Processing: Dendritic Bilinear Integration in Spiking Neural Networks
5. ICLR 2026Breaking Gradient Temporal Collinearity for Robust Spiking Neural Networks
6. ICLR 2026Computing Equilibrium beyond Unilateral Deviation
7. ICLR 2026Difference Predictive Coding for Training Spiking Neural Networks
8. ICLR 2026LiFR-Seg: Anytime High-Frame-Rate Segmentation via Event-Guided Propagation
9. ICLR 2026Many Eyes, One Mind: Temporal Multi-Perspective and Progressive Distillation for Spiking Neural Networks
10. ICLR 2026Online Pseudo-Zeroth-Order Training of Neuromorphic Spiking Neural Networks
11. ICLR 2026PredNext: Explicit Cross-View Temporal Prediction for Unsupervised Learning in Spiking Neural Networks
12. ICLR 2026Robustify Spiking Neural Networks via Dominant Singular Deflation under Heterogeneous Training Vulnerability
13. ICLR 2026SAFA-SNN: Sparsity-Aware On-Device Few-Shot Class-Incremental Learning with Fast-Adaptive Structure of Spiking Neural Network
14. ICLR 2026Spiking Discrepancy Transformer for Point Cloud Analysis
15. ICLR 2026Training Deep Normalization-Free Spiking Neural Networks with Lateral Inhibition

FAQ

How many Neuromorphic Computing papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?

92 in total: 18 in 2023, 19 in 2024, 20 in 2025, 35 in 2026.

How many Neuromorphic Computing papers are at NeurIPS 2026?

NeurIPS 2026 has 10 Neuromorphic Computing papers, versus 7 the year before.

How many Neuromorphic Computing papers are at ICLR 2026?

ICLR 2026 has 15 Neuromorphic Computing papers, versus 4 the year before.

How many Neuromorphic Computing papers are at ICML 2026?

ICML 2026 has 8 Neuromorphic Computing papers, versus 6 the year before.

How many Neuromorphic Computing papers are at CVPR 2026?

CVPR 2026 has 2 Neuromorphic Computing papers, versus 3 the year before.

Which conference publishes the most Neuromorphic Computing papers?

NeurIPS, with 34 papers from 2023 to 2026.