no code implementations • 6 Apr 2021 • Hamed F. Langroudi, Vedant Karia, Tej Pandit, Dhireesha Kudithipudi
In this research, we propose a new low-precision framework, TENT, to leverage the benefits of a tapered fixed-point numerical format in TinyML models.
no code implementations • 22 May 2018 • Seyed H. F. Langroudi, Tej Pandit, Dhireesha Kudithipudi
Performing the inference step of deep learning in resource constrained environments, such as embedded devices, is challenging.