DocumentCode
763215
Title
An artificial neural network that models human decision making
Author
Tan, Chew Lim ; Quah, Tong Seng ; Teh, Hoon Heng
Author_Institution
Nat. Univ. of Singapore, Singapore
Volume
29
Issue
3
fYear
1996
fDate
3/1/1996 12:00:00 AM
Firstpage
64
Lastpage
70
Abstract
The Neural Logic Network (Neulonet) system models a wide range of human decision making behaviors by combining the strengths of rule based expert systems and neural networks. Neulonet differs from other neural networks by having an ordered pair of numbers associated with each node and connection, as shown. Let Q be the output node and P1, P, …, PN, be input nodes. Also, let values associated with the node Pi, be denoted by (ai, bi,), and the weight for the connection from Pi, to Q be (αi,βi,). Each node´s ordered pair takes one of three values-(1,0) for true, (0,1) for false, or (0,0) for “don´t know”; (1,1) is undefined
Keywords
brain models; decision theory; knowledge based systems; neural nets; Neulonet; Neural Logic Network; artificial neural network; human decision making behavior; human decision making modelling; input nodes; ordered pair; output node; rule based expert systems; Artificial neural networks; Bonding; Decision making; Expert systems; Humans; Logic; Power generation economics; Procurement; Statistics;
fLanguage
English
Journal_Title
Computer
Publisher
ieee
ISSN
0018-9162
Type
jour
DOI
10.1109/2.485894
Filename
485894
Link To Document