Enhancing micro-architecture optimization using explainable fuzzy neural networks with multi-fidelity reinforcement learning

Micro-architecture design space exploration (DSE) is essential for the optimization of processor performance. However, existing approaches generally fall short in interpretability, preventing designers from comprehending and fine-tuning decisions. In this article, we develop an Explainable Fuzzy Neu...

Descrizione completa

Dettagli Bibliografici

Autori principali:	Hassan Alkhiri, Sunil Kumar, Hadeel Alsolai, Hatim Dafaalla, Somia Asklany, Othman Alrusaini, Ali Alqazzaz, Menwa Alshammeri
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	PeerJ Inc. 2026-01-01
Serie:	PeerJ Computer Science
Soggetti:	Fuzzy Microarchitecture Approach Optimization Human Explore
Accesso online:	https://peerj.com/articles/cs-3429.pdf
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!