On connectionism, rule extraction, and brain-like learning.

On connectionism, rule extraction, and brain-like learning.

There is a growing body of work that shows that both fuzzy and symbolic rule systems can be implemented using neural networks. This body of work also shows that these fuzzy and symbolic rules can be retrieved from these networks, once they have been learned by procedures that generally fall under th...

Celý popis

Podrobná bibliografie
Vydáno v:IEEE Transactions on fuzzy systems 8, 2 (2000).
Hlavní autor: Roy, A.
Médium: Článek
Jazyk:English
Témata:
Brain-like learning.
Connectionism.
Control theoretic paradigm.
Fuzzy rule systems.
Neural networks.
Neuromodulators.
Neuroscience.
Neurotransmitters.
Parameter reading.
Rule extraction.
Symbolic rule systems.