no code implementations • 8 Sep 2020 • Albert Gural, Phillip Nadeau, Mehul Tikekar, Boris Murmann
The recent success of neural networks for solving difficult decision tasks has incentivized incorporating smart decision making "at the edge."
no code implementations • 25 Sep 2019 • Albert Gural, Phillip Nadeau, Mehul Tikekar, Boris Murmann
The recent success of neural networks for solving difficult decision tasks has incentivized incorporating smart decision making "at the edge."
2 code implementations • 19 Mar 2019 • Sambhav R. Jain, Albert Gural, Michael Wu, Chris H. Dick
We propose a method of training quantization thresholds (TQT) for uniform symmetric quantizers using standard backpropagation and gradient descent.