no code implementations • 3 Jan 2023 • Felipe Montana, Adam Hartwell, Will Jacobs, Visakan Kadirkamanathan, Andrew R Mills, Tom Clark
A Digital Twin (DT) is a simulation of a physical system that provides information to make decisions that add economic, social or commercial value.
no code implementations • 7 Dec 2021 • Adam Hartwell, Felipe Montana, Will Jacobs, Visakan Kadirkamanathan, Andrew R Mills, Tom Clark
This paper proposes that system output measurements, described by a convolutional neural network model of normality, are prioritised in real-time for the attention of preventative maintenance decision makers.
no code implementations • 13 Oct 2021 • Fabio Luis de Mello, J Mark Wilkinson, Visakan Kadirkamanathan
In this article, we present the metaparametric neural network framework that encompasses existing survival analysis methods and enables their extension to solve the aforementioned issues.
no code implementations • 16 Jul 2020 • Adam Hartwell, Visakan Kadirkamanathan, Sean R. Anderson
The temporal layer captures these signature features for each channel separately, which are then spatially mixed in successive layers to recognise a specific gesture.
no code implementations • 22 Jun 2018 • Adam Hartwell, Visakan Kadirkamanathan, Sean R. Anderson
The accuracy of the compact deep net was found to be 84. 2 +/- 6% versus 70. 5 +/- 7% for the SVM on the Myo, and 80. 3+/- 7% versus 67. 8 +/- 9% for the Delsys system, demonstrating the superior effectiveness of the proposed compact network, which had just 5, 889 parameters - orders of magnitude less than some contemporary alternatives in this domain while maintaining better performance.