Transcatheter aortic valve implantation (TAVI) is a potential treatment for patients with severe aortic stenosis. Many patients with aortic stenosis are very elderly and/or have multiple medical comorbidities, thus indicating a high-risk, often prohibitive, for surgery. This procedure is being evaluated as an alternative to open surgery for high-risk patients with aortic stenosis and as an alte...

Convolutional Neural Networks (CNN) are widely employed in the contemporary artificial intelligence systems. However these models have millions of connections between layers, that both memory prohibitive and computationally expensive. Employing on an embedded mobile application is resource limited with high power consumption significant bandwidth requirement to access data from off-chip DRAM. R...