scholarly journals Types and Quantifiers in SHRUTI – A Connectionist Model of Rapid Reasoning and Relational Processing

2000 ◽  
pp. 28-45 ◽  
Author(s):  
Lokendra Shastri
Keyword(s):  
Connectionist Model ◽  
Relational Processing

Using Connectionist Modules for Decision Support

1990 ◽  
Vol 29 (03) ◽  
pp. 167-181 ◽  
Author(s):  
G. Hripcsak
Keyword(s):  
Decision Support ◽  
Standard Deviation ◽  
Confidence Interval ◽  
Posterior Probability ◽  
Back Propagation ◽  
Connectionist Model ◽  
Test Set ◽  
The Third ◽  
Independent Test ◽  
Better Than

AbstractA connectionist model for decision support was constructed out of several back-propagation modules. Manifestations serve as input to the model; they may be real-valued, and the confidence in their measurement may be specified. The model produces as its output the posterior probability of disease. The model was trained on 1,000 cases taken from a simulated underlying population with three conditionally independent manifestations. The first manifestation had a linear relationship between value and posterior probability of disease, the second had a stepped relationship, and the third was normally distributed. An independent test set of 30,000 cases showed that the model was better able to estimate the posterior probability of disease (the standard deviation of residuals was 0.046, with a 95% confidence interval of 0.046-0.047) than a model constructed using logistic regression (with a standard deviation of residuals of 0.062, with a 95% confidence interval of 0.062-0.063). The model fitted the normal and stepped manifestations better than the linear one. It accommodated intermediate levels of confidence well.

A Connectionist Model of Chinese Characters Reading

2008 ◽  
Vol 40 (5) ◽  
pp. 516-522
Author(s):  
Jian-Feng YANG
Keyword(s):  
Chinese Characters ◽  
Connectionist Model

Explorations of Cohen, Dunbar, and McClelland's (1990) connectionist model of Stroop performance.

1998 ◽  
Vol 105 (1) ◽  
pp. 174-187 ◽  
Author(s):  
Stephen M. Kanne ◽  
David A. Balota ◽  
Daniel H. Spieler ◽  
Mark E. Faust
Keyword(s):  
Connectionist Model

Learning to Attend: A Connectionist Model of Situated Language Comprehension

2009 ◽  
Vol 33 (3) ◽  
pp. 449-496 ◽  
Author(s):  
Marshall R. Mayberry ◽  
Matthew W. Crocker ◽  
Pia Knoeferle
Keyword(s):  
Language Comprehension ◽  
Connectionist Model

A Connectionist Model of the Arabic Plural System

1997 ◽  
Vol 12 (5-6) ◽  
pp. 807-836 ◽  
Author(s):  
Kim Plunkett ◽  
Ramin Charles Nakisa
Keyword(s):  
Connectionist Model
Sign in / Sign up

Export Citation Format

Share Document