Layerwise complexity-matched learning yields an improved model of cortical area V2.
Nikhil ParthasarathyOlivier J. HénaffEero P. SimoncelliPublished in: CoRR (2023)
Keyphrases
- learning process
- learning scheme
- learning algorithm
- mathematical model
- learning systems
- probabilistic model
- prior knowledge
- learning mechanism
- experimental data
- formal model
- reinforcement learning
- computational model
- theoretical framework
- statistical model
- hidden variables
- parameter space
- biologically plausible
- generative model
- knowledge acquisition
- mobile robot
- computational complexity
- objective function
- decision trees