Neural Sculpting: Uncovering hierarchically modular task structure in neural networks through pruning and network analysis.
Shreyas Malakarjun PatilLoizos MichaelConstantine DovrolisPublished in: NeurIPS (2023)
Keyphrases
- network analysis
- neural network
- network structure
- social network analysis
- network architecture
- information networks
- text mining
- hierarchical structure
- complex networks
- community detection
- link prediction
- fuzzy logic
- back propagation
- modular neural networks
- neural fuzzy
- connectionist models
- search space
- artificial neural networks
- neural network model
- feed forward
- neural computation
- machine learning
- fuzzy systems
- graph clustering
- social networks
- database
- genetic algorithm
- artificial intelligence
- biological networks
- learning rules
- expert systems
- graph theory
- community structure