The unprecedented progress in computational technologies led to a substantial proliferation
of artificial intelligence applications, notably in the era of big data and IoT devices. In the …

This paper investigates a runtime accuracy reconfigurable implementation of an energy
efficient deep learning accelerator. It is based on voltage overscaling (VOS) technique which …

Network-on-Chip (NoC) is a scalable on-chip communication architecture widely used in
neural network accelerators. However, data-intensive applications like machine learning …