A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks

Machine learning (ML) is widely used today, especially through deep neural networks (DNNs); however, increasing computational load and resource requirements have led to cloud-based solutions. To address this problem, a new generation of networks has emerged called spiking neural networks (SNNs), whi...

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Bibliographic Details
Main Authors: Farzad Nikfam, Raffaele Casaburi, Alberto Marchisio, Maurizio Martina, Muhammad Shafique
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Information
Subjects:
Online Access:https://www.mdpi.com/2078-2489/14/10/537