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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...

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Principais autores: Hassan Alkhiri, Sunil Kumar, Hadeel Alsolai, Hatim Dafaalla, Somia Asklany, Othman Alrusaini, Ali Alqazzaz, Menwa Alshammeri
Format: Artigo
Sprog:Inglês
Udgivet: PeerJ Inc. 2026-01-01
Serier:PeerJ Computer Science
Fag:
Fuzzy
Microarchitecture
Approach
Optimization
Human
Explore
Online adgang:https://peerj.com/articles/cs-3429.pdf
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