Assessing and Analyzing the Resilience of Graph Neural Networks Against Hardware Faults.
Xun JiaoRuixuan WangFan Fred LinDaniel MooreSriram SankarPublished in: CoRR (2022)
Keyphrases
- neural network
- fault diagnosis
- hardware and software
- low cost
- fault detection
- graph representation
- pattern recognition
- real time
- error detection
- artificial neural networks
- graph theoretic
- computing power
- graph construction
- back propagation
- graph based algorithm
- graph structure
- random walk
- fuzzy logic
- fuzzy systems
- graph mining
- feed forward
- field programmable gate array
- graph matching
- directed graph
- undirected graph
- multiple faults
- vlsi implementation
- computing systems
- graph model
- multi layer
- hardware implementation
- personal computer
- graph theory
- neural nets
- embedded systems
- multilayer perceptron
- neural network model
- data acquisition
- test cases
- knn