Improved Compression of Artificial Neural Networks through Curvature-Aware Training.
Reemt HinrichsKai LiangZe LuJörn OstermannPublished in: IJCNN (2022)
Keyphrases
- artificial neural networks
- feed forward neural networks
- multi layer perceptron
- evolutionary artificial neural networks
- training set
- back propagation
- benchmark classification problems
- using artificial neural networks
- neural network
- image compression
- compression algorithm
- test set
- feedforward artificial neural networks
- compression ratio
- feed forward
- computational intelligence
- genetic algorithm
- image quality
- training examples
- artificial intelligence
- curvature estimation
- multilayer perceptron
- improved algorithm
- feedforward neural networks
- decision trees
- machine learning
- compressed data
- multiscale
- video sequences
- training phase
- computational complexity
- evolutionary algorithm
- active learning
- radial basis function