RL_PCB is an end-to-end Reinforcement Learning PCB placement methodology. The solution is inspired from cellular automata. The state of the circuit placement problem is distributed across all the ...

This repository contains the raw data, python scripts, and results, of predicting the temperature of PCB components from ultrasonic guided wave signals using machine learning algorithms. The process ...

Abstract: With the development of technology, the circuits on printed circuit boards(PCB) become more and more complex. Traditional PCB routing methods often rely on experiences and heuristic rules, ...

Abstract: Defect detection of printed circuit board (PCB), as a critical step in the manufacturing process, has achieved significant improvement with the help of deep learning techniques. However, ...