Towards Heterogeneous Multi-Core Systems-On-Chip for Edge Machine Learning: Journey from Single-Core Acceleration to Multi-Core Heterogeneous Systems

by VIKRAM JAIN and Marian Verhelst

This book explores and motivates the need for building homogeneous and heterogeneous multi-core systems for machine learning to enable flexibility and energy-efficiency. Coverage focuses on a key aspect of the challenges of (extreme-)edge-computing, i.e., design of energy-efficient and flexible hardware architectures, and hardware-software co-optimization strategies to enable early design space exploration of hardware architectures. The authors...

• Format: Hardcover
• Language: English
• ISBN: 3031382293
• ISBN13: 9783031382291
• Release Date: September 2023
• Publisher: Springer
• Length: 186 Pages
• Weight: 1.05 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"