447 citations · 696 across the 11 of their papers we have counts for
6 papers · 1 filter
Hardware/Software Codesign for Training/Testing Multiple Neural Networks on Multiple FPGAs
Brosnan Yuen
Most neural network designs for FPGAs are inflexible. In this paper, we propose a flexible VHDL structure that would allow any neural network to be implemented on multiple FPGAs. M…
A Soft Range Limited K-Nearest Neighbours Algorithm for Indoor Localization Enhancement
Minh Tu Hoang, Yizhou Zhu, Brosnan Yuen +5
This paper proposes a soft range limited K nearest neighbours (SRL-KNN) localization fingerprinting algorithm. The conventional KNN determines the neighbours of a user by calculati…
Classifying Multi-Gas Spectrums using Monte Carlo KNN and Multi-Resolution CNN
Brosnan Yuen
A Monte Carlo k-nearest neighbours (KNN) and a multi-resolution convolutional neural network (CNN) were developed to detect the presences of multiple gasses in near infrared (IR) s…
Multi-label Classification with Optimal Thresholding for Multi-composition Spectroscopic Analysis
Luyun Gan, Brosnan Yuen, Tao Lu
In this paper, we implement multi-label neural networks with optimal thresholding to identify gas species among a multi gas mixture in a cluttered environment. Using infrared absor…
Recurrent Neural Networks For Accurate RSSI Indoor Localization
Minh Tu Hoang, Brosnan Yuen, Xiaodai Dong +3
This paper proposes recurrent neuron networks (RNNs) for a fingerprinting indoor localization using WiFi. Instead of locating user's position one at a time as in the cases of conve…
Low Cost Radiation Hardened Software and Hardware Implementation for CubeSats
Brosnan Yuen, Mihai Sima
CubeSats are small satellites used for scientific experiments because they cost less than full sized satellites. Each CubeSat uses an on-board computer. The on-board computer perfo…