%0 DATA %A PIN, HUANG %D 2018 %T A Cognitive Model for Data Integration and Generalization Inspired by the Human Neocortex %U https://bridges.monash.edu/articles/thesis/A_Cognitive_Model_for_Data_Integration_and_Generalization_Inspired_by_the_Human_Neocortex/6096149 %R 10.4225/03/5aca9e996009e %2 https://bridges.monash.edu/ndownloader/files/10984994 %K cognitive computing %K artificial intelligence %K concept generalization %K sequence capturing %K data integration %K prediction %X 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.