CAs, SOMs and Hopfield Nets Outline
abstract
CAs
What we've shown with CAs
CANT
What we'd like to do with CAs
Misalignment between done and want to do
Hopfield Nets
CAs vs. Hopfield
Calculating Hopfield Stable States
Overlapping CA problem
Initial Answer
Completion and some robustness
Topology Problems
Dale's Principle
Add Decay
Add Fatigue
Modified Fatigue
Completion and Persistence
Snoopy Curve
Stable state
The brain does not have a rigid topology
Learning
More mileage from Hopfield Nets
Attractor States
SOMs
SOMs and CAs
Other Models and CAs
Recruitment and Fractionation
Hierarchy
Questions
Bibliography
Contact Information
CAs
Overview
Neurons
CA short-term operation
CA long-term operation
CAs and SOMs
CAs, Hopfield Nets, and Stable States
CAs, Hopfield Nets, and Energy
Energy in a Hopfield Net
Short vs. Long-Term dynamics
Orthogonal CAs and Hopfield Nets vs. Overlapping