IEEE

Fast Digital Circuit Synthesis Framework Based on Deep Reinforcement Learning Using Scoreboard

Abstract: In a field of circuit design that uses deep learning such as layout optimization, parameter optimization, and circuit synthesis automation, the proposed framework, fast-GateRL, addresses the ...
IEEE

An Intelligent Digital Microfluidic Biochip System with GUI and Deep Learning-Based Automation

Abstract: This paper introduces an intelligent digital microfluidic biochip (DMFB) system that integrates deep learning for automated droplet manipulation with an intuitive interface for manual ...
C&EN

Decoding the Structure–Activity Relationship of the Dopamine D3 Receptor-Selective Ligands Using Machine and Deep Learning Approaches

Computational Chemistry and Molecular Biophysics Section, Molecular Targets and Medications Discovery Branch, National Institute on Drug Abuse–Intramural Research Program, National Institutes of ...