3 papers
cs.LG2020
Deep Learning Training with Simulated Approximate Multipliers
Issam Hammad, Kamal El-Sankary, Jason Gu
This paper presents by simulation how approximate multipliers can be utilized to enhance the training performance of convolutional neural networks (CNNs). Approximate multipliers h…
cs.LG2019
A Comparative Study on Machine Learning Algorithms for the Control of a Wall Following Robot
Issam Hammad, Kamal El-Sankary, Jason Gu
A comparison of the performance of various machine learning models to predict the direction of a wall following robot is presented in this paper. The models were trained using an o…
astro-ph.IM2018
Gemini Infrared Multi-Object Spectrograph: Instrument Overview
Suresh Sivanandam, Scott Chapman, Luc Simard +27
The Gemini Infrared Multi-Object Spectrograph (GIRMOS) is a powerful new instrument being built to facility-class standards for the Gemini telescope. It takes advantage of the late…