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

8 papers, page 1 of 1

1. ICML 2026Equilibrium Propagation for Non-Conservative Systems
2. ICML 2026Event2Vec: Processing neuromorphic events directly by representations in vector space
3. ICML 2026LIF Recurrent Memory Enables Long-Horizon Spiking Computation
4. ICML 2026Randomized Advantage Transformation (RAT): Computing Natural Policy Gradients via Direct Backpropagation
5. ICML 2026Spik4lite: Refactoring Neuromorphic Sparsity for Efficient Spiking Neural Networks on Commodity Edge Devices
6. ICML 2026Temporal Weighted Encoding: Towards Maximal-Capacity Spike Coding for ANN–SNN Conversion
7. ICML 2026UltraLIF: Fully Differentiable Spiking Neural Networks via Ultradiscretization and Max-Plus Algebra
8. ICML 2026Zeroth-Order Forward-Only SNN Training Inspiring Neuromorphic On-Chip Learning

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.