Scott Stainton

Newcastle University — United Kingdom

Engineering · Physical Sciences

5h-index48citations13works0.02yr avg
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Research Topics

Optical Network Technologies(3), Retinal Imaging and Analysis(3), Neural Networks and Reservoir Computing(3), Advanced Photonic Communication Systems(2), Retinal and Optic Conditions(2)

Publications13 total

High-speed PAM4 transmission using directly modulated laser and artificial neural network nonlinear equaliser
Optics & Laser Technology·2022· 9 cited
EVM Loss: A Loss Function for Training Neural Networks in Communication Systems
Sensors·2021· 5 citedOpen Access
Doubling the Spectral Efficiency with EVM as the Objective Function for Training Neural Networks in Non-Orthogonal Visible Light Communications Systems
2021· 2 cited
MPG-Net: Multi-Prediction Guided Network for Segmentation of Retinal Layers in OCT Images
2020· 2 cited
MPG-Net: Multi-Prediction Guided Network for Segmentation of Retinal Layers in OCT Images
arXiv (Cornell University)·2020Open Access
Neural Network Equalisation and Symbol Detection for 802.11p V2V Communication at 5.9GHz
2020· 5 cited
Automated Retinal Layer Segmentation of OCT Images Using Two-Stage FCN and Decision Mask
2019· 6 cited
Sliding Mode Control for Vehicular Platoon based on V2V Communication
Proceedings of the Satellite Division's International Technical Meeting (Online)/Proceedings of the Satellite Division's International Technical Meeting (CD-ROM)·2019· 5 cited
Investigation of Ionospheric Phase Scintillation at Middle-Latitude Receiver Station
2019· 5 cited
VANET Group Sizing for GFDM Relaying in Realistic Vehicular Networks
2019· 1 cited
On the application of quantization for mobile optimized convolutional neural networks as a predictor of realtime ageing biomarkers
2018· 2 cited
Feature specific analysis of a deep convolutional neural network for ageing classification
2018· 2 cited
Characteristics of Phonocardiography Waveforms that Influence Automatic Feature Recognition
Computing in cardiology·2016· 4 citedOpen Access

Frequent Co-authors

Satnam Dlay(10), Shaun Barney(5), Paul Anthony Haigh(4), Martin Johnston(4), Zeyu Fu(3), Henry David Jeffry Hogg(3), William A. Innes(3), Yang Sun(2), Ishita Gulati(2), Handong Li(2), Michael Catt(2), Xiangyu Zhang(2), Hung Nguyen Tan(1), Son Thai Le(1), Ho Phuoc Tien(1), Nguyen D.N. Vien(1), Tuấn Nguyễn Văn(1), Waseem Ozan(1), Saleh A. Ali(1), Volker Pickert(1)