Hierarchical Modular Optimization of Convolutional Networks Achieves Representations Similar to Macaque IT and Human Ventral Stream.
Daniel YaminsHa HongCharles F. CadieuJames J. DiCarloPublished in: NIPS (2013)
Keyphrases
- visual cortex
- deep belief networks
- network structure
- optimization algorithm
- optimization problems
- complex networks
- real time
- human subjects
- unsupervised feature learning
- hierarchical models
- optimization process
- network analysis
- coarse to fine
- data sets
- social networks
- higher level
- computer networks
- data streams
- human users
- machine learning
- modular structure
- visual processing
- stream processing
- network design
- receptive fields
- constrained optimization
- sliding window
- human behavior
- combinatorial optimization
- human experts