The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks.
Xin YuThiago SerraSrikumar RamalingamShandian ZhePublished in: ICML (2022)
Keyphrases
- neural network
- weighted sum
- weight update
- pruning method
- linear combination
- pattern recognition
- artificial neural networks
- fuzzy logic
- back propagation
- neural network model
- connection weights
- search space
- hidden neurons
- activation function
- multi layer
- brain images
- multilayer perceptron
- genetic algorithm
- neural nets
- patient data
- pruning algorithm
- human brain
- hidden layer
- training process
- recurrent neural networks
- robot assisted
- pruning methods