An approach to construction the neuromorphic classifier for analog fault testing and diagnosis.
Sergey G. MosinPublished in: MECO (2015)
Keyphrases
- fault diagnosis
- fault model
- fault detection
- multiple faults
- analog circuits
- feature selection
- model based diagnosis
- training data
- fault injection
- training set
- support vector machine
- feature set
- learning phase
- testing phase
- normal operation
- expert systems
- classification scheme
- training samples
- fault models
- classification method
- fault isolation
- analog vlsi
- failure modes
- classification rate
- medical diagnosis
- test data
- fault management
- feature space
- floating gate
- multi sensor information fusion
- data sets
- svm classifier
- training examples
- decision trees
- neural network
- fault detection and diagnosis
- diagnostic tests
- classification process
- classification algorithm
- fuzzy logic
- active learning
- support vector
- repair actions