Predictive role of diagnostic information in treatment efficacy of rheumatoid arthritis based on neural network model analysis

2007 ◽  
pp. 32-38 ◽  
Author(s):  
Qinglin Zha
Keyword(s):  
Neural Network ◽  
Rheumatoid Arthritis ◽  
Network Model ◽  
Neural Network Model ◽  
Treatment Efficacy ◽  
Model Analysis ◽  
Diagnostic Information ◽  
Predictive Role

Computational foundations of the visual number sense

2017 ◽  
Vol 40 ◽  
Author(s):  
Ivilin Peev Stoianov ◽  
Marco Zorzi
Keyword(s):  
Neural Network ◽  
Computational Model ◽  
Network Model ◽  
Neural Network Model ◽  
Deep Neural Network ◽  
Number Sense ◽  
Numerosity Perception ◽  
Visual Properties ◽  
Visual Number

AbstractWe provide an emergentist perspective on the computational mechanism underlying numerosity perception, its development, and the role of inhibition, based on our deep neural network model. We argue that the influence of continuous visual properties does not challenge the notion of number sense, but reveals limit conditions for the computation that yields invariance in numerosity perception. Alternative accounts should be formalized in a computational model.

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