Vertical Memristive Crossbar Array for Multilayer Graph Embedding and Analysis.

ABSTRACT: Graph data structures effectively represent objects and their relationships, enabling the modeling of complex connections in various fields. Recent work demonstrate that metal at diagonal crossbar arrays (m-CBA) can effectively represent planar graphs. However, they are unsuitable for representing multilayer graphs having multiple relationships across different layers. Using conventional software, embedding multilayer graphs in high-dimensional Euclidean spaces introduces significant mathematical complexity and computational burden, often resulting in information loss. This study proposes a unique graph embedding (mapping) method utilizing a fabricated vertical m-CBA (vm-CBA), where a custom-built measurement system thoroughly validated its functionality. This structure directly maps multi

SUBMITTER: Han J 

PROVIDER: S-EPMC11899525 | biostudies-literature | 2025 Mar

REPOSITORIES: biostudies-literature