Energy-Efficient Edge and Cloud Image Classification with Multi-Reservoir Echo State Network and Data Processing Units

In an era dominated by Internet of Things (IoT) devices, software-as-a-service (SaaS) platforms, and rapid advances in cloud and edge computing, the demand for efficient and lightweight models suitable for resource-constrained devices such as data processing units (DPUs) has surged. Traditional deep...

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Bibliographic Details
Main Authors: E. J. López-Ortiz, M. Perea-Trigo, L. M. Soria-Morillo, J. A. Álvarez-García, J. J. Vegas-Olmos
Format: Article
Language:English
Published: MDPI AG 2024-06-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/24/11/3640