3 papers
cs.AR2024
Non-Overlapping Placement of Macro Cells based on Reinforcement Learning in Chip Design
Tao Yu, Peng Gao, Fei Wang +1
Due to the increasing complexity of chip design, existing placement methods still have many shortcomings in dealing with macro cells coverage and optimization efficiency. Aiming at…
cs.CV2024
YOLO-TLA: An Efficient and Lightweight Small Object Detection Model based on YOLOv5
Chun-Lin Ji, Tao Yu, Peng Gao +2
Object detection, a crucial aspect of computer vision, has seen significant advancements in accuracy and robustness. Despite these advancements, practical applications still face n…
cs.LG2024
Automated Design and Optimization of Distributed Filtering Circuits via Reinforcement Learning
Peng Gao, Tao Yu, Fei Wang +1
Designing distributed filter circuits (DFCs) is complex and time-consuming, involving setting and optimizing multiple hyperparameters. Traditional optimization methods, such as usi…