RescueSNN: enabling reliable executions on spiking neural network accelerators under permanent faults

To maximize the performance and energy efficiency of Spiking Neural Network (SNN) processing on resource-constrained embedded systems, specialized hardware accelerators/chips are employed. However, these SNN chips may suffer from permanent faults which can affect the functionality of weight memory a...

Popoln opis

Bibliografske podrobnosti

Principais autores:	Rachmad Vidya Wicaksana Putra, Muhammad Abdullah Hanif, Muhammad Shafique
Format:	Artigo
Jezik:	Inglês
Izdano:	Frontiers Media S.A. 2023-04-01
Serija:	Frontiers in Neuroscience
Teme:	spiking neural networks accelerators fault tolerance manufacturing defects reliability resilience
Online dostop:	https://www.frontiersin.org/articles/10.3389/fnins.2023.1159440/full
Oznake:	Označite Brez oznak, prvi označite!