A performance-centric ML-based multi-application mapping technique for regular Network-on-Chip

A performance-centric ML-based multi-application mapping technique for regular Network-on-Chip

This research article discusses the challenges faced by the Network-on-Chip (NoC) architecture due to increased integration density and proposes a novel fault-tolerant multi-application mapping approach called ”FANC.” The approach is based on Machine Learning (ML) and can provide solutions for unsee...

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Bibliographic Details
Main Authors: Jitesh Choudhary, Chitrapu Sai Sudarsan, Soumya J.
Format: Article
Language:English
Published: Elsevier 2023-07-01
Series:Memories - Materials, Devices, Circuits and Systems
Subjects:
Fault-tolerant
Neural network
Network-on-Chip
Machine Learning
Multi-application mapping
Online Access:http://www.sciencedirect.com/science/article/pii/S2773064623000361

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