Physicists develop new protocol for building photonic graph states

Physicists have long recognized the value of photonic graph states in quantum information processing. However, the difficulty ...
IEEE

BIGFormer: A Graph Transformer With Local Structure Awareness for Diagnosis and Pathogenesis Identification of Alzheimer's Disease Using Imaging Genetic Data

Abstract: Alzheimer's disease (AD) is a highly inheritable neurological disorder, and brain imaging genetics (BIG) has become a rapidly advancing field for comprehensive understanding its pathogenesis ...
IEEE

GNN-Curio: Transistor Sizing by Curiosity-Driven Reinforcement Learning with Graph Neural Networks

Abstract: In recent years, several methods using deep reinforcement learning (DRL) have been published in the field of analog circuit sizing, and all these methods have outperformed previous methods ...