David B. Grayden

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 67

Top Venues

Publications

Jonas F. Haderlein, Andre D. H. Peterson, Parvin Zarei Eskikand, Anthony N. Burkitt, Iven M. Y. Mareels, David B. Grayden
On the benefit of overparameterisation in state reconstruction: An empirical study of the nonlinear case. ANZCC (2024)
John S. Russo, Timothy B. Mahoney, Kirill Kokorin, Ashley Reynolds, Chin-Hsuan Sophie Lin, Sam E. John, David B. Grayden
Towards Developing Brain-Computer Interfaces for People with Multiple Sclerosis. CoRR (2024)
Suleman Rasheed, James D. Bennett, Peter E. Yoo, Nicholas L. Opie, Anthony N. Burkitt, David B. Grayden
Comparing cardiac artifact removal algorithms for endovascular brain-computer interface recordings. BCI (2024)
Jonas F. Haderlein, Andre D. H. Peterson, Parvin Zarei Eskikand, Mark J. Cook, Anthony N. Burkitt, David B. Grayden, Iven M. Y. Mareels
Revisiting Seizure Prediction with Path Signatures: the Limitations of System Identification. ANZCC (2024)
Yueyang Liu, Artemio Soto-Breceda, Yun Zhao, Phillipa Karoly, Mark J. Cook, David B. Grayden, Daniel Schmidt, Levin Kuhlmann
Brain Model State Space Reconstruction Using an LSTM Neural Network. CoRR (2023)
Parvin Zarei Eskikand, Artemio Soto-Breceda, Mark J. Cook, Anthony N. Burkitt, David B. Grayden
Inhibitory stabilized network behaviour in a balanced neural mass model of a cortical column. Neural Networks 166 (2023)
Jonas F. Haderlein, Andre D. H. Peterson, Anthony N. Burkitt, Iven M. Y. Mareels, David B. Grayden
Autoregressive models for biomedical signal processing. CoRR (2023)
Jing Mu, David B. Grayden, Ying Tan, Denny Oetomo
Experimental validation on dual-frequency outperforms single-frequency SSVEP with large numbers of targets within a given frequency range. EMBC (2023)
Kirill Kokorin, Jing Mu, Sam E. John, David B. Grayden
Predictive Shared Control of Robotic Arms Using Simulated Brain-Computer Interface Inputs. EMBC (2023)
Timothy B. Mahoney, Po-Chen Liu, David B. Grayden, Sam E. John
Comparison of Sub-Scalp EEG and Endovascular Stent-Electrode Array for Visual Evoked Potential Brain-Computer Interface. EMBC (2023)
Max A. Kaplan, Bang V. Bui, Lauren N. Ayton, Bao Nguyen, David B. Grayden, Sam E. John
Establishing the Calibration Curve of a Compressive Ophthalmodynamometry Device. EMBC (2023)
Yueyang Liu, Siqi Xia, Artemio Soto-Breceda, Philippa J. Karoly, Mark J. Cook, David B. Grayden, Daniel Schmidt, Levin Kuhlmann
Model Parameter Estimation As Features to Predict the Duration of Epileptic Seizures From Onset. EMBC (2023)
John S. Russo, Mukul Chodhary, Myrte Strik, Thomas A. Shiels, Chin-Hsuan Sophie Lin, Sam E. John, David B. Grayden
Feasibility of Using Source-Level Brain Computer Interface for People with Multiple Sclerosis. EMBC (2023)
Jonas F. Haderlein, Andre D. H. Peterson, Parvin Zarei Eskikand, Mark J. Cook, Anthony N. Burkitt, Iven M. Y. Mareels, David B. Grayden
Path Signatures for Seizure Forecasting. CoRR (2023)
Syeda R. Zehra, Jing Mu, Anthony N. Burkitt, David B. Grayden
Effect of alpha range activity on SSVEP decoding in brain-computer interfaces. EMBC (2023)
Syeda R. Zehra, Jing Mu, Brandon Victor Syiem, Anthony N. Burkitt, David B. Grayden
Evaluation of Optimal Stimuli for SSVEP-Based Augmented Reality Brain-Computer Interfaces. IEEE Access 11 (2023)
Jonas F. Haderlein, Andre D. H. Peterson, Anthony N. Burkitt, Iven M. Y. Mareels, David B. Grayden
Autoregressive models for biomedical signal processing. EMBC (2023)
Andi Partovi, Anthony N. Burkitt, David B. Grayden
A Self-Supervised Task-Agnostic Embedding for EEG Signals. NER (2023)
Weijie Qi, Andrew Ooi, David B. Grayden, Sam E. John
Computational Fluid Dynamics of Stent-Mounted Neural Interfaces in an Idealized Cerebral Venous Sinus. EMBC (2023)
Gabriel A. Sotomayor, David B. Grayden, Dragan Nesic
Observers for Phenomenological Models of Epileptic Seizures. EMBC (2023)
Yi-De Tai, Bryce Widdicombe, Ranjith R. Unnithan, David B. Grayden, Sam E. John
Wearable Transmitter Coil Design for Inductive Wireless Power Transfer to Implantable Devices. EMBC (2023)
Kevin Meng, Euiyoung Kim, Simon J. Vogrin, Mark J. Cook, Farhad Goodarzy, David B. Grayden, Chun Kee Chung
Implementation of a closed-loop BCI system for real-time speech synthesis under clinical constraints. BCI (2022)
Kevin Meng, Seo-Hyun Lee, Farhad Goodarzy, Simon J. Vogrin, Mark J. Cook, Seong-Whan Lee, David B. Grayden
Evidence of Onset and Sustained Neural Responses to Isolated Phonemes from Intracranial Recordings in a Voice-based Cursor Control Task. INTERSPEECH (2022)
Catherine E. Davey, David B. Grayden, Anthony N. Burkitt
Emergence of radial orientation selectivity: Effect of cell density changes and eccentricity in a layered network. Frontiers Comput. Neurosci. 16 (2022)
Jing Mu, Po-Chen Liu, David B. Grayden, Ying Tan, Denny Oetomo
Does Real-Time Feedback Improve User Performance in SSVEP-based Brain-Computer Interfaces? EMBC (2022)
JingYang Liu, David B. Grayden, Janet R. Keast, Sam E. John
Computational Modeling of an Endovascular Peripheral Nerve Interface. EMBC (2021)
Jonas F. Haderlein, Iven M. Y. Mareels, Andre D. H. Peterson, Parvin Zarei Eskikand, Anthony N. Burkitt, David B. Grayden
On the benefit of overparameterization in state reconstruction. CDC (2021)
Lachlan Lo, Da Zhao, Lauren N. Ayton, David B. Grayden, Bang Bui, Andrew Morokoff, Sam E. John
Non-Invasive Measurement of Intracranial Pressure Through Application of Venous Ophthalmodynamometry. EMBC (2021)
Jing Mu, David B. Grayden, Ying Tan, Denny Oetomo
Frequency Superposition - A Multi-Frequency Stimulation Method in SSVEP-based BCIs. CoRR (2021)
Jing Mu, Ying Tan, David B. Grayden, Denny Oetomo
Multi-Frequency Canonical Correlation Analysis (MFCCA): A Generalised Decoding Algorithm for Multi-Frequency SSVEP. EMBC (2021)
James D. Bennett, Sam E. John, David B. Grayden, Anthony N. Burkitt
Universal neurophysiological interpretation of EEG brain-computer interfaces. BCI (2021)
Jing Mu, David B. Grayden, Ying Tan, Denny Oetomo
Frequency Superposition - A Multi-Frequency Stimulation Method in SSVEP-based BCIs. EMBC (2021)
Thomas A. Shiels, Thomas J. Oxley, Paul B. Fitzgerald, Nicholas L. Opie, Yan Tat Wong, David B. Grayden, Sam E. John
Feasibility of using discrete Brain Computer Interface for people with Multiple Sclerosis. EMBC (2021)
Kevin Meng, David B. Grayden, Mark J. Cook, Simon J. Vogrin, Farhad Goodarzy
Identification of discriminative features for decoding overt and imagined speech using stereotactic electroencephalography. BCI (2021)
Benjamin G. Schultz, Venkata S. Aditya Tarigoppula, Gustavo Noffs, Sandra Rojas, Anneke van der Walt, David B. Grayden, Adam P. Vogel
Automatic speech recognition in neurodegenerative disease. Int. J. Speech Technol. 24 (3) (2021)
Alexander Bryson, Samuel F. Berkovic, Steven Petrou, David B. Grayden
State transitions through inhibitory interneurons in a cortical network model. PLoS Comput. Biol. 17 (10) (2021)
Yanbo Lian, Ali Almasi, David B. Grayden, Tatiana Kameneva, Anthony N. Burkitt, Hamish Meffin
Learning receptive field properties of complex cells in V1. PLoS Comput. Biol. 17 (3) (2021)
Catherine E. Davey, David B. Grayden, Anthony N. Burkitt
Impact of axonal delay on structure development in a multi-layered network. Neural Networks 144 (2021)
Jing Mu, David B. Grayden, Ying Tan, Denny Oetomo
Comparison of Steady-State Visual Evoked Potential (SSVEP) with LCD vs. LED Stimulation. EMBC (2020)
Andi Partovi, Farhad Goodarzy, Ewan S. Nurse, Philippa J. Karoly, Dean Freeston, Mark J. Cook, Anthony N. Burkitt, David B. Grayden
. BCI (2020)
Jing Mu, Ying Tan, David B. Grayden, Denny Oetomo
Multi-Frequency Canonical Correlation Analysis (MFCCA): An Extended Decoding Algorithm for Multi-Frequency SSVEP. CoRR (2020)
Nicholas L. Opie, Sam E. John, Giulia Gerboni, Gil S. Rind, Timothy J. H. Lovell, Stephen M. Ronayne, Yan Tat Wong, Clive N. May, David B. Grayden, Thomas J. Oxley
Neural Stimulation with an Endovascular Brain-Machine Interface. NER (2019)
Amirhossein Jafarian, Dean R. Freestone, Dragan Nesic, David B. Grayden
Identification of A Neural Mass Model of Burst Suppression. EMBC (2019)
Jing Mu, David B. Grayden, Ying Tan, Denny Oetomo
Spatial Resolution of Visual Stimuli in SSVEP-based Brain-Computer Interface. NER (2019)
Amirhossein Jafarian, Dean R. Freestone, Dragan Nesic, David B. Grayden
Slow-Fast Duffing Neural Mass Model. EMBC (2019)
Jordan D. Chambers, Diego Elgueda, Jonathan B. Fritz, Shihab A. Shamma, Anthony N. Burkitt, David B. Grayden
Computational Neural Modeling of Auditory Cortical Receptive Fields. Frontiers Comput. Neurosci. 13 (2019)
Ian A. Forsyth, Megan Dunston, Gabriel Lombardi, Gil S. Rind, Stephen M. Ronayne, Yan Tat Wong, Clive N. May, David B. Grayden, Thomas J. Oxley, Nicholas L. Opie, Sam E. John
Evaluation of a minimally invasive endovascular neural interface for decoding motor activity. NER (2019)
Sam E. John, Nicholas V. Apollo, Nicholas L. Opie, Gil S. Rind, Stephen M. Ronayne, Clive N. May, Thomas J. Oxley, David B. Grayden
In Vivo Impedance Characterization of Cortical Recording Electrodes Shows Dependence on Electrode Location and Size. IEEE Trans. Biomed. Eng. 66 (3) (2019)
Matias I. Maturana, Nicholas V. Apollo, David J. Garrett, Tatiana Kameneva, Shaun L. Cloherty, David B. Grayden, Anthony N. Burkitt, Michael R. Ibbotson, Hamish Meffin
Electrical receptive fields of retinal ganglion cells: Influence of presynaptic neurons. PLoS Comput. Biol. 14 (2) (2018)
Martin J. Spencer, Hamish Meffin, Anthony N. Burkitt, David B. Grayden
Compensation for Traveling Wave Delay Through Selection of Dendritic Delays Using Spike-Timing-Dependent Plasticity in a Model of the Auditory Brainstem. Frontiers Comput. Neurosci. 12 (2018)
Giulia Gerboni, Sam E. John, Stephen M. Ronayne, Gil S. Rind, Clive N. May, Thomas J. Oxley, David B. Grayden, Nicholas L. Opie, Yan Tat Wong
Cortical Brain Stimulation with Endovascular Electrodes. EMBC (2018)
Peter E. Yoo, Sam E. John, Shawna Farquharson, Jon O. Cleary, Yan Tat Wong, Amanda Ng, Claire B. Mulcahy, David B. Grayden, Roger J. Ordidge, Nicholas L. Opie, Terence J. O'Brien, Thomas J. Oxley, Bradford A. Moffat
7T-fMRI: Faster temporal resolution yields optimal BOLD sensitivity for functional network imaging specifically at high spatial resolution. NeuroImage 164 (2018)
Parvin Zarei Eskikand, Tatiana Kameneva, Michael R. Ibbotson, Anthony N. Burkitt, David B. Grayden
A biologically-based computational model of visual cortex that overcomes the X-junction illusion. Neural Networks 102 (2018)
Ewan S. Nurse, Sam E. John, Dean R. Freestone, Thomas J. Oxley, Hoameng Ung, Samuel F. Berkovic, Terence J. O'Brien, Mark J. Cook, David B. Grayden
Consistency of Long-Term Subdural Electrocorticography in Humans. IEEE Trans. Biomed. Eng. 65 (2) (2018)
Philippa J. Karoly, Levin Kuhlmann, Daniel Soudry, David B. Grayden, Mark J. Cook, Dean R. Freestone
Seizure pathways: A model-based investigation. PLoS Comput. Biol. 14 (10) (2018)
Tatiana Kameneva, Hamish Meffin, Anthony N. Burkitt, David B. Grayden
Bistability in Hodgkin-Huxley-type equations. EMBC (2018)
Elma O'Sullivan-Greene, Levin Kuhlmann, Ewan Nurse, Dean R. Freestone, David B. Grayden, Mark J. Cook, Anthony N. Burkitt, Iven Mareels
Probing to Observe Neural Dynamics Investigated with Networked Kuramoto Oscillators. Int. J. Neural Syst. 27 (1) (2017)
Xiao Gao, David B. Grayden, Mark D. McDonnell
Modeling Electrode Place Discrimination in Cochlear Implant Stimulation. IEEE Trans. Biomed. Eng. 64 (9) (2017)
Isabell Kiral-Kornek, Dulini Mendis, Ewan S. Nurse, Benjamin S. Mashford, Dean R. Freestone, David B. Grayden, Stefan Harrer
TrueNorth-enabled real-time classification of EEG data for brain-computer interfacing. EMBC (2017)
Levin Kuhlmann, David B. Grayden, Mark J. Cook
Introduction. Int. J. Neural Syst. 27 (1) (2017)
Timothy Esler, Anthony N. Burkitt, David B. Grayden, Robert R. Kerr, Bahman Tahayori, Hamish Meffin
A computational model of orientation-dependent activation of retinal ganglion cells. EMBC (2016)
Milad Faizollah, Farhad Goodarzy, David J. Garrett, David B. Grayden
Silver-diamond antenna for implantable mm-size bio-devices. BioCAS (2016)
Yan Tat Wong, Nicholas L. Opie, Sam E. John, Giulia Gerboni, Gil S. Rind, Stephen M. Ronayne, Kate E. Fox, Thomas J. Oxley, David B. Grayden
Suitability of nitinol electrodes in neural prostheses such as endovascular neural interfaces. EMBC (2016)
Matias I. Maturana, Nicholas V. Apollo, Alex E. Hadjinicolaou, David J. Garrett, Shaun L. Cloherty, Tatiana Kameneva, David B. Grayden, Michael R. Ibbotson, Hamish Meffin
A Simple and Accurate Model to Predict Responses to Multi-electrode Stimulation in the Retina. PLoS Comput. Biol. 12 (4) (2016)
Nicholas L. Opie, Gil S. Rind, Sam E. John, Stephen M. Ronayne, David B. Grayden, Anthony N. Burkitt, Clive N. May, Terence J. O'Brien, Thomas J. Oxley
Feasibility of a chronic, minimally invasive endovascular neural interface. EMBC (2016)
Nafise Erfanian Saeedi, Peter J. Blamey, Anthony N. Burkitt, David B. Grayden
Learning Pitch with STDP: A Computational Model of Place and Temporal Pitch Perception Using Spiking Neural Networks. PLoS Comput. Biol. 12 (4) (2016)
Saeed Ahmadizadeh, Dragan Nesic, Dean R. Freestone, David B. Grayden
On synchronization of networks of Wilson-Cowan oscillators with diffusive coupling. Autom. 71 (2016)
Xiao Gao, David B. Grayden, Mark D. McDonnell
Modeling electrode place discrimination in cochlear implants: Analysis of the influence of electrode array insertion depth. NER (2015)
Tatiana Kameneva, Miganoosh Abramian, Daniele Zarelli, Dragan Nesic, Anthony N. Burkitt, Hamish Meffin, David B. Grayden
Spike history neural response model. J. Comput. Neurosci. 38 (3) (2015)
Parham Aram, Dean R. Freestone, Mark J. Cook, Visakan Kadirkamanathan, David B. Grayden
Model-based estimation of intra-cortical connectivity using electrophysiological data. NeuroImage 118 (2015)
Matias I. Maturana, Nicholas V. Apollo, David J. Garrett, Tatiana Kameneva, Hamish Meffin, Michael R. Ibbotson, Shaun L. Cloherty, David B. Grayden
The effects of temperature changes on retinal ganglion cell responses to electrical stimulation. EMBC (2015)
Ewan S. Nurse, Dean R. Freestone, Thomas J. Oxley, David C. Ackland, Simon J. Vogrin, Michael Murphy, Terence J. O'Brien, Mark J. Cook, David B. Grayden
Movement related directional tuning from broadband electrocorticography in humans. NER (2015)
Adam A. Hersbach, David B. Grayden, James B. Fallon, Hugh J. McDermott
Perceptual effect of reverberation on multi-microphone noise reduction for cochlear implants. ICASSP (2015)
Saeed Ahmadizadeh, Dragan Nesic, David B. Grayden, Dean R. Freestone
Analytic synchronization conditions for a network of Wilson and Cowan oscillators. CDC (2015)
Omid Monfared, Dragan Nesic, Dean R. Freestone, David B. Grayden, Bahman Tahayori, Hamish Meffin
Electrical stimulation of neural tissue modeled as a cellular composite: Point Source electrode in an isotropic tissue. EMBC (2014)
Tatiana Kameneva, David B. Grayden, Hamish Meffin, Anthony N. Burkitt
Feedback stimulation strategy: Control of retinal ganglion cells activation. EMBC (2014)
Raymond C. S. Wong, David J. Garrett, David B. Grayden, Michael R. Ibbotson, Shaun L. Cloherty
Efficacy of electrical stimulation of retinal ganglion cells with temporal patterns resembling light-evoked spike trains. EMBC (2014)
Fabiano Baroni, Anthony N. Burkitt, David B. Grayden
Interplay of Intrinsic and Synaptic Conductances in the Generation of High-Frequency Oscillations in Interneuronal Networks with Irregular Spiking. PLoS Comput. Biol. 10 (5) (2014)
Neil M. McLachlan, David B. Grayden
Enhancement of speech perception in noise by periodicity processing: A neurobiological model and signal processing algorithm. Speech Commun. 57 (2014)
Tatiana Kameneva, Daniele Zarelli, Dragan Nesic, David B. Grayden, Anthony N. Burkitt, Hamish Meffin
A comparison of open-loop and closed-loop stimulation strategies to control excitation of retinal ganglion cells. Biomed. Signal Process. Control. 14 (2014)
Matias I. Maturana, Tatiana Kameneva, Anthony N. Burkitt, Hamish Meffin, David B. Grayden
The effect of morphology upon electrophysiological responses of retinal ganglion cells: simulation results. J. Comput. Neurosci. 36 (2) (2014)
Levin Kuhlmann, Michael Hauser-Raspe, Jonathan H. Manton, David B. Grayden, Jonathan Tapson, André van Schaik
Approximate, Computationally Efficient Online Learning in Bayesian Spiking Neurons. Neural Comput. 26 (3) (2014)
Xiao Gao, David B. Grayden, Mark D. McDonnell
Inferring the dynamic range of electrode current by using an information theoretic model of cochlear implant stimulation. ITW (2014)
Xiao Gao, David B. Grayden, Mark D. McDonnell
Using convex optimization to compute channel capacity in a channel model of cochlear implant stimulation. ISIT (2014)
Adam A. Hersbach, Stefan J. Mauger, David B. Grayden, James B. Fallon, Hugh J. McDermott
Algorithms to improve listening in noise for cochlear implant users. ICASSP (2013)
Matias I. Maturana, David B. Grayden, Anthony N. Burkitt, Hamish Meffin, Tatiana Kameneva
Multicompartment retinal ganglion cells response to high frequency bi-phasic pulse train stimulation: Simulation results. EMBC (2013)
Xiao Gao, David B. Grayden, Mark D. McDonnell
Information theoretic optimization of cochlear implant electrode usage probabilities. EMBC (2013)
Catherine E. Davey, David B. Grayden, Gary F. Egan, Leigh A. Johnston
Filtering induces correlation in fMRI resting state data. NeuroImage 64 (2013)
Matias I. Maturana, Raymond C. S. Wong, Shaun L. Cloherty, Michael R. Ibbotson, Alex E. Hadjinicolaou, David B. Grayden, Anthony N. Burkitt, Hamish Meffin, Brendan J. O'Brien, Tatiana Kameneva
Retinal ganglion cells electrophysiology: The effect of cell morphology on impulse waveform. EMBC (2013)
Robert R. Kerr, Anthony N. Burkitt, Doreen A. Thomas, Matthieu Gilson, David B. Grayden
Delay Selection by Spike-Timing-Dependent Plasticity in Recurrent Networks of Spiking Neurons Receiving Oscillatory Inputs. PLoS Comput. Biol. 9 (2) (2013)
Dean R. Freestone, Dragan Nesic, Amirhossein Jafarian, Mark J. Cook, David B. Grayden
A neural mass model of spontaneous burst suppression and epileptic seizures. EMBC (2013)
Nicholas V. Apollo, David B. Grayden, Anthony N. Burkitt, Hamish Meffin, Tatiana Kameneva
Modeling intrinsic electrophysiology of AII amacrine cells: Preliminary results. EMBC (2013)
Parham Aram, Dean R. Freestone, Michael Dewar, Kenneth Scerri, Viktor K. Jirsa, David B. Grayden, Visakan Kadirkamanathan
Spatiotemporal multi-resolution approximation of the Amari type neural field model. NeuroImage 66 (2013)
Filiz Isabell Kiral-Kornek, Craig O. Savage, Elma O'Sullivan-Greene, Anthony N. Burkitt, David B. Grayden
Embracing the irregular: A patient-specific image processing strategy for visual prostheses. EMBC (2013)
Hamish Meffin, Bahman Tahayori, David B. Grayden, Anthony N. Burkitt
Internal inconsistencies in models of electrical stimulation in neural tissue. EMBC (2013)
Nicholas L. Opie, Anthony N. Burkitt, Hamish Meffin, David B. Grayden
Heating of the Eye by a Retinal Prosthesis: Modeling, Cadaver and In Vivo Study. IEEE Trans. Biomed. Eng. 59 (2) (2012)
Nicholas A. Venables, Bahman Tahayori, Hamish Meffin, David B. Grayden, Anthony N. Burkitt
Determining the electrical impedance of the retina from a complex voltage map. EMBC (2012)
Alexey S. Moroz, Mark D. McDonnell, Anthony N. Burkitt, David B. Grayden, Hamish Meffin
Information theoretic inference of the optimal number of electrodes for future cochlear implants using a spiral cochlea model. EMBC (2012)
Filiz Isabell Kiral-Kornek, Craig O. Savage, David B. Grayden, Anthony N. Burkitt
Feature accentuation in phosphenated images. EMBC (2012)
Levin Kuhlmann, Michael Hauser-Raspe, Jonathan H. Manton, David B. Grayden, Jonathan Tapson, André van Schaik
Online learning in Bayesian Spiking Neurons. IJCNN (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

David B. Grayden