Computational Complexity Reduction Techniques for Deep Neural Networks: A Survey.
Md. Bipul HossainNa GongMohamed ShabanPublished in: AIBThings (2023)
Keyphrases
- neural network
- computational complexity
- complexity reduction
- high computational complexity
- back propagation
- special case
- pattern recognition
- np hard
- fuzzy logic
- artificial neural networks
- storage requirements
- computational cost
- neural nets
- self organizing maps
- feed forward
- np complete
- computationally efficient
- activation function
- computational load
- multi layer
- neural network model
- computational efficiency
- genetic algorithm
- deep learning
- competitive learning
- rule extraction
- cellular neural networks
- database
- multilayer perceptron
- multi layer perceptron
- fuzzy neural network
- fuzzy systems
- artificial intelligence
- motion estimation
- feature selection
- case study