4 papers
LOADBench: A Large Open Analog Dataset and Benchmark for Machine Learning in IC Design
M. Leibl, F. Azevedo, S. Uhlich +7
Machine learning (ML) for analog IC design is constrained by limited open data and the absence of standardized evaluation: results reported in different papers are typically obtain…
Low-Resource Heuristics for Bahnaric Optical Character Recognition Improvement
Phat Tran, Phuoc Pham, Hung Trinh +1
Bahnar, a minority language spoken across Vietnam, Cambodia, and Laos, faces significant preservation challenges due to limited research and data availability. This study addresses…
GENIE-ASI: Generative Instruction and Executable Code for Analog Subcircuit Identification
Phuoc Pham, Arun Venkitaraman, Chia-Yu Hsieh +8
Analog subcircuit identification is a core task in analog design, essential for simulation, sizing, and layout. Traditional methods often require extensive human expertise, rule-ba…
Descriptor: C++ Self-Admitted Technical Debt Dataset (CppSATD)
Phuoc Pham, Murali Sridharan, Matteo Esposito +1
In software development, technical debt (TD) refers to suboptimal implementation choices made by the developers to meet urgent deadlines and limited resources, posing challenges fo…