A Hybrid Scale-Up and Scale-Out Approach for Performance and Energy Efficiency Optimization in Systolic Array Accelerators

The rapid development of deep neural networks (DNNs), such as convolutional neural networks and transformer-based large language models, has significantly advanced AI applications. However, these advances have introduced substantial computational and data demands, presenting challenges for the devel...

Full description

Saved in:
Bibliographic Details
Main Authors: Hao Sun, Junzhong Shen, Changwu Zhang, Hengzhu Liu
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Micromachines
Subjects:
Online Access:https://www.mdpi.com/2072-666X/16/3/336
Tags: Add Tag
No Tags, Be the first to tag this record!