no code implementations • 2 Nov 2022 • Arnab Neelim Mazumder, Niall Lyons, Ashutosh Pandey, Avik Santra, Tinoosh Mohsenin
In this work, model explanations are fed back to the feed-forward training to help the model generalize better.
no code implementations • 4 Feb 2022 • Arnab Neelim Mazumder, Tinoosh Mohsenin
We propose a regression-based network exploration technique that considers the scaling of the network filters ($s$) and quantization ($q$) of the network layers, leading to a friendly and energy-efficient configuration for FPGA hardware implementation.
no code implementations • 26 Nov 2020 • Morteza Hosseini, Haoran Ren, Hasib-Al Rashid, Arnab Neelim Mazumder, Bharat Prakash, Tinoosh Mohsenin
Pulmonary diseases impact millions of lives globally and annually.