27 citations · 35 across the 3 of their papers we have counts for
4 papers
Subtractor-Based CNN Inference Accelerator
Victor Gao, Issam Hammad, Kamal El-Sankary +1
This paper presents a novel method to boost the performance of CNN inference accelerators by utilizing subtractors. The proposed CNN preprocessing accelerator relies on sorting, gr…
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…
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…
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…