What training reveals about neural network complexity.
Andreas LoukasMarinos PoiitisStefanie JegelkaPublished in: CoRR (2021)
Keyphrases
- neural network
- training algorithm
- training process
- feed forward neural networks
- feedforward neural networks
- training patterns
- multi layer perceptron
- back propagation
- neural network training
- backpropagation algorithm
- pattern recognition
- training set
- multi layer
- artificial neural networks
- neural network model
- training examples
- test set
- decision problems
- data sets
- object detection
- error back propagation
- neural network structure
- recurrent networks
- train a neural network
- adaptive learning rate
- machine learning
- computational complexity
- fuzzy artmap
- expert systems
- training procedure
- knn
- support vector machine
- activation function
- semi supervised
- space complexity
- online learning
- training samples