Is neuron coverage a meaningful measure for testing deep neural networks?
Fabrice Harel-CanadaLingxiao WangMuhammad Ali GulzarQuanquan GuMiryung KimPublished in: ESEC/SIGSOFT FSE (2020)
Keyphrases
- neural network
- back propagation
- activation function
- pattern recognition
- test suite
- associative memory
- neural model
- training process
- test cases
- multilayer perceptron
- feed forward
- learning algorithm
- fuzzy systems
- test data
- fault diagnosis
- similarity measure
- neural network model
- radial basis function
- recurrent neural networks
- information theory
- unsupervised learning
- distance measure
- fuzzy logic
- artificial neural networks
- feed forward neural networks
- feedforward neural networks
- neural models
- synaptic weights