Training Neural Networks on Remote Edge Devices for Unseen Class Classification.
Shayan Mohajer HamidiPublished in: IEEE Signal Process. Lett. (2024)
Keyphrases
- training set
- training process
- neural network
- pattern recognition
- class labels
- supervised learning
- training examples
- training samples
- multi layer perceptron
- multiclass classification
- training patterns
- training algorithm
- training phase
- multi class classification
- class specific
- classification accuracy
- machine learning
- feature extraction
- back propagation
- feed forward neural networks
- classification performances
- multiple classes
- feature selection
- support vector
- training data
- decision trees
- classification algorithm
- text classification
- edge information
- feedforward neural networks
- mobile devices
- feature space
- linear svm
- support vector machine
- multi class
- support vector machine svm
- genetic algorithm
- pattern classification
- multiscale
- nearest neighbour
- backpropagation algorithm
- unseen data
- neural networks and support vector machines
- artificial neural networks
- class imbalanced
- benchmark classification problems
- rule extraction
- active learning
- self organizing maps
- intra class
- model selection
- object categories
- multilayer perceptron
- feed forward
- classification rules
- real time