KeywordsHardware Acceleration, Machine Learning, Embedded Systems, Augmented Reality, Deep Neural Networks
This research will advance heterogeneous algorithmic/computing architectures for embed machine learning. It will be driven by one of the most challenging use case for future applications: an Augmented Reality (AR) system able to understand its environment and enable the development of knowledge acquisition and learning applications. The concrete outcomes will be gathered as a platform that will facilitate the application of AI within AR applications. The research will allow the candidate to develop a unique and transferable expertise in advanced machine learning, AI and Big Data. The researcher will be integrated within a significant group of deep learning researchers involved in regional and international collaboration with world-leading labs in the area.