cktFormer: Transformer-Based Approach for Automated Analog Circuit Design

arXiv:2609.36752 · cs.LG, cs.AR · Submitted 2026-09-29 · Read on arXiv

cs.LG, cs.AR

Submitted: 2026-09-29

Updated: 2026-09-29

Comments: 6 pages, 6 figures, IECON 2025 51st Annual Conference of the IEEE Industrial Electronics Society

Journal ref: IECON 2025 - 51st Annual Conference of the IEEE Industrial Electronics Society, 2025, pp. 1-6

DOI: 10.1109/IECON58223.2025.11221564

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Transformer — 1× in this paper · explained in 2 episodes

Sources

• Supervised Learning for Analog and RF Circuit Design: Benchmarks and Comparative Insights

Related papers

• Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation
• AIRL-S: Unifying Reinforcement Learning and Search-Based Test-Time Scaling via Adversarial Inverse Reinforcement Learning
• Transformers as Bayesian In-Context Experimenters: Smoothness-Adaptive Efficient ATE Estimation
• Convergence issues in Relational Concept Analysis based on AOC-posets
• Beliefs Beyond Posteriors: The Predictive Cost of ELBO Binding
• Understanding Diffusion Models via Ratio-Based Function Approximation with SignReLU Networks