In the current data rich environment, relatively little work has been done to design a
holistic approach to perform data generalization, sequence capturing, data integration and
prediction, while the human neocortex has the capability to achieve all of these functions
as a whole. For this reason, the human neocortex is used as a biological inspiration for
this research. The research has developed a novel
brain inspired model for data generalization, sequence capturing and data integration,
which can then be used for predicting future events and for predicting missing aspects in
the input data.
History
Campus location
Australia
Principal supervisor
Susan Elizabeth Bedingfield
Additional supervisor 1
Damminda Alahakoon
Year of Award
2018
Department, School or Centre
Information Technology (Monash University Clayton)