More on Competitive Networks and their Applications

More on Competitive Networks and their Applications

(reading MMR chapter 5)

These all use competition and clustering in some form.

Kohonen Nets (Self-Organizaing Maps)

Color palette problem (discussed last time)
Traveling Salesperson problem
Inferring associations

Tree experiment
Animal characterization experiment
Poverty characterization experiment
Organizing information on Neural Nets
Phonetic typewriter

Function approximation

Master/Slave learning
Robot Hand-Eye coordination

Growing Neural Gases (GNG, Loos and Fritzke)

Counter-propagation nets (Robert Hecht-Nielsen)

Outstar learning rule

ART networks (Grossberg)