Computational complexity reduction of deep neural networks.
Mee Seong ImVenkat R. DasariPublished in: CoRR (2022)
Keyphrases
- neural network
- computational complexity
- pattern recognition
- np complete
- complexity reduction
- computational cost
- neural network model
- artificial neural networks
- self organizing maps
- genetic algorithm
- reduction method
- back propagation
- fuzzy systems
- multi layer
- recurrent neural networks
- information systems
- fuzzy logic
- deep learning
- storage requirements
- rate distortion
- feed forward
- special case
- explanatory power
- learning algorithm
- worst case
- high computational complexity
- bit rate
- competitive learning
- computational load
- activation function
- computationally efficient
- network architecture
- training algorithm
- training process
- fault diagnosis
- neural nets