PhD in mathematical modeling and numerical methods (V.N. Karazin Kharkiv National University) with the focus on applying neural networks for solving problems of radiation physics. Deep learning specialist at Samsung R&D Institute Ukraine (from 2014). Associate professor at Kharkiv University (till 2014), founder of SpinOffHack. Field of interests: Deep Learning, Innovations, Virtual/Augmented Reality.
Topic: Deep Neural Networks and Mobile Platforms
Short Description: The report deals with the problem of convolutional neural networks deployment on mobile platforms. The main focus will be on the review and comparison of the main approaches to topology optimization and weights transofrmation in order to reduce the model size and speed up the computation.