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Deakin University, Faculty of Science Engineering and Built Environment, School of Information Technology
Abstract
This thesis advances several theoretical and practical aspects of the recently introduced restricted Boltzmann machine - a powerful probabilistic and generative framework for modelling data and learning representations. The contributions of this study represent a systematic and common theme in learning structured representations from complex data
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