Richard D. Jones

Publication Activity (10 Years)

Years Active: 1992-2021
Publications (10 Years): 14

Top Topics

Temporal Patterns

Feature Reduction

Echo State Networks

Top Venues

Biomed. Signal Process. Control.

Comput. Biol. Medicine

Publications

Mohamed Hossam Zaky, Reza Shoorangiz, Govinda R. Poudel, Le Yang, Richard D. Jones
Investigating the neural signature of microsleeps using EEG. EMBC (2021)
Abdul Baseer Buriro, Bilal Ahmed, Gulsher Baloch, Junaid Ahmed, Reza Shoorangiz, Stephen John Weddell, Richard D. Jones
Classification of alcoholic EEG signals using wavelet scattering transform-based features. Comput. Biol. Medicine 139 (2021)
Sudhanshu S. D. P. Ayyagari, Richard D. Jones, Stephen John Weddell
Detection of microsleep states from the EEG: a comparison of feature reduction methods. Medical Biol. Eng. Comput. 59 (7) (2021)
Mohamed Hossam Zaky, Reza Shoorangiz, Govinda R. Poudel, Le Yang, Richard D. Jones
Neural Correlates of Attention Lapses During Continuous Tasks. EMBC (2020)
Reza Shoorangiz, Abdul Baseer Buriro, Stephen John Weddell, Richard D. Jones
Detection and Prediction of Microsleeps from EEG using Spatio-Temporal Patterns. EMBC (2019)
Uma Venkatasubramanian, John F. Pearson, Lutz Beckert, Richard D. Jones
Characteristic changes in the EEG signals between microsleeps and preceding responsive states. EMBC (2019)
Venkat Krishnamoorthy, Reza Shoorangiz, Stephen John Weddell, Lutz Beckert, Richard D. Jones
Deep Learning with Convolutional Neural Network for detecting microsleep states from EEG: A comparison between the oversampling technique and cost-based learning. EMBC (2019)
Govinda R. Poudel, Carrie R. H. Innes, Richard D. Jones
Temporal evolution of neural activity and connectivity during microsleeps when rested and following sleep restriction. NeuroImage 174 (2018)
Reza Shoorangiz, Stephen John Weddell, Richard D. Jones
Bayesian multi-subject factor analysis to predict microsleeps from EEG power spectral features. EMBC (2017)
Abdul Baseer, Stephen John Weddell, Richard D. Jones
Prediction of microsleeps using pairwise joint entropy and mutual information between EEG channels. EMBC (2017)
Jlenia Toppi, Laura Astolfi, Govinda R. Poudel, Carrie R. H. Innes, Fabio Babiloni, Richard D. Jones
Time-varying effective connectivity of the cortical neuroelectric activity associated with behavioural microsleeps. NeuroImage 124 (2016)
Reza Shoorangiz, Stephen John Weddell, Richard D. Jones
Prediction of microsleeps from EEG: Preliminary results. EMBC (2016)
Yaqub Jonmohamadi, Govinda R. Poudel, Carrie R. H. Innes, Richard D. Jones
Microsleeps are Associated with Stage-2 Sleep Spindles from Hippocampal-Temporal Network. Int. J. Neural Syst. 26 (4) (2016)
Sudhanshu S. D. P. Ayyagari, Richard D. Jones, Stephen John Weddell
Optimized echo state networks with leaky integrator neurons for EEG-based microsleep detection. EMBC (2015)
Yaqub Jonmohamadi, Govinda R. Poudel, Carrie R. H. Innes, Daniel Weiss, Rejko Krueger, Richard D. Jones
Comparison of beamformers for EEG source signal reconstruction. Biomed. Signal Process. Control. 14 (2014)
Sudhanshu S. D. P. Ayyagari, Richard D. Jones, Stephen John Weddell
EEG-based event detection using optimized echo state networks with leaky integrator neurons. EMBC (2014)
John LaRocco, Carrie R. H. Innes, Philip J. Bones, Stephen John Weddell, Richard D. Jones
Optimal EEG feature selection from average distance between events and non-events. EMBC (2014)
Yaqub Jonmohamadi, Govinda R. Poudel, Carrie R. H. Innes, Richard D. Jones
Source-space ICA for EEG source separation, localization, and time-course reconstruction. NeuroImage 101 (2014)
Simon J. Knopp, Philip J. Bones, Stephen John Weddell, Carrie R. H. Innes, Richard D. Jones
A wearable device for measuring eye dynamics in real-world conditions. EMBC (2013)
Govinda R. Poudel, Carrie R. H. Innes, Richard D. Jones
Distinct neural correlates of time-on-task and transient errors during a visuomotor tracking task after sleep restriction. NeuroImage 77 (2013)
Yaqub Jonmohamadi, Govinda R. Poudel, Carrie R. H. Innes, Richard D. Jones
Electromagnetic tomography via source-space-ICA. EMBC (2013)
Jlenia Toppi, Laura Astolfi, Govinda R. Poudel, Francesca Babiloni, L. Macchiusi, Donatella Mattia, Serenella Salinari, Richard D. Jones
Time-varying functional connectivity for understanding the neural basis of behavioral microsleeps. EMBC (2012)
Simon J. Knopp, Philip J. Bones, Stephen John Weddell, Carrie R. H. Innes, Richard D. Jones
A miniature head-mounted camera for measuring eye closure. IVCNZ (2012)
Yaqub Jon Mohamadi, Govinda R. Poudel, Carrie R. H. Innes, Richard D. Jones
Performance of beamformers on EEG source reconstruction. EMBC (2012)
Paul R. Davidson, Richard D. Jones, Malik T. R. Peiris
EEG-Based Lapse Detection With High Temporal Resolution. IEEE Trans. Biomed. Eng. 54 (5) (2007)
Malik T. R. Peiris, Richard D. Jones, Paul R. Davidson, Philip J. Bones
Detecting Behavioral Microsleeps from EEG Power Spectra. EMBC (2006)
Paul R. Davidson, Richard D. Jones, John H. Andreae, Harsha R. Sirisena
Simulating closed- and open-loop voluntary movement: a nonlinear control-systems approach. IEEE Trans. Biomed. Eng. 49 (11) (2002)
Donna-Maree Ward, Richard D. Jones, Philip J. Bones, Grant J. Carroll
Enhancement of deep epileptiform activity in the EEG via 3-D adaptive spatial filtering. IEEE Trans. Biomed. Eng. 46 (6) (1999)
Christopher J. James, Martin T. Hagan, Richard D. Jones, Philip J. Bones, Grant J. Carroll
Multireference adaptive noise canceling applied to the EEG. IEEE Trans. Biomed. Eng. 44 (8) (1997)
Alison A. Dingle, Richard D. Jones, Grant J. Carroll
An expert system to aid diagnosis of epilepsy. ANNES (1993)
Alison A. Dingle, John H. Andreae, Richard D. Jones
A chaotic neural unit. ICNN (1993)
Alison A. Dingle, John H. Andreae, Richard D. Jones
The chaotic self-organizing map. ANNES (1993)
Andre I. Nasr, Greogry J. Grula, Antonio C. Berti, Richard D. Jones
CMOS-4 Technology for Fast Logic and Dense On-chip Memory. Digit. Tech. J. 4 (2) (1992)