Multi-level modeling
What is a level?
Multi-level modeling: levels of scale
Cognitive level
Neurobiological level
Between levels
Slide 7
Formalization of theory
Connectionism
The place of connectionism:classical models
The place of connectionism:recent models
Modern connectionist models
O’Reily
The implementation of the biology constraint
The neuron model
Neuron
How does a neuron work?
How detailed is the neuron model?
O’Reily’s point model
The MacGregor neuron
The network architecture
Article Raffone & Wolters 1
Coding in the brain
Overview Raffone & Wolters model
Bi-directional activation propagation
feature synchronization within an object
Synchronization single feature
Synchronization multi features
Competition through inhibition
De-synchronization through inhibition
Limited capacity of working memory
Advantages & disadvantages
Learning principles
Conclusion and discussion
Author: Robert Griffioen
E-mail: griffioen@pobox.com
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University of Amsterdam
