SP2172 INVESTIGATING SCIENCE AY 2004/2005


Artificial Learning

by

Abel Yang, Hu Yi, Wee Wei Wen

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\textrm{\large\emph{Staff Mentor:}} \q & ...
...Student Mentor:}} \q & \textnormal{Shruti Kapoor}
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November 5, 2004

Abstract:

Most artificial neural networks today are designed specifically for particular tasks rather than simulating general brain function. In this project, we attempt to create a novel artificial neural network to simulate the role of memory formation. It carries out unsupervised learning by following Hebb's rules and incorporates a number of features that are biologically inspired. This project investigates how our network should be designed and fine-tuned for it to be a good simulation of memory formation.





Hu Yi 2004-12-06