IDKM: Memory Efficient Neural Network Quantization via Implicit, Differentiable k-Means.
Sean JaffeAmbuj K. SinghFrancesco BulloPublished in: CoRR (2023)
Keyphrases
- memory efficient
- neural network
- k means
- self organizing maps
- artificial neural networks
- clustering algorithm
- external memory
- genetic algorithm
- recurrent neural networks
- back propagation
- neural network model
- iterative deepening
- pattern recognition
- bp neural network
- fault diagnosis
- multiple sequence alignment
- objective function
- neural nets
- neural network is trained
- hierarchical clustering
- data clustering
- cluster analysis
- fuzzy logic
- network architecture
- multi layer perceptron
- initial cluster centers
- integral image
- computer vision
- rough k means
- quantization error
- query processing
- multilayer perceptron
- radial basis function
- clustering method