David Grayden

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Anthony N. BurkittUniversity of MelbourneVerified email at unimelb.edu.au
Mark CookUniversity of MelbourneVerified email at unimelb.edu.au
Hamish MeffinAssociate Professor, The University of MelbourneVerified email at unimelb.edu.au
Dean FreestoneSeer MedicalVerified email at seermedical.com
Levin KuhlmannSenior Lecturer in Data Science and Digital Health, Faculty of Information Technology, MonashVerified email at monash.edu
Sam Emmanuel JohnUniversity of MelbourneVerified email at ieee.org
Tatiana KamenevaSwinburne University of TechnologyVerified email at swin.edu.au
Thomas J OxleyAssociate Professor, University of MelbourneVerified email at synchron.com
Terence J. O'BrienThe Department of Neuroscience, Monash University; Department of Neurology, Alfred HealthVerified email at monash.edu
Clive N MayProfessor, Preclinical Critical Care Unit, Florey Institute of Neuroscience and Mental HealthVerified email at florey.edu.au
Stephen RonayneUniversity of Melbourne, Synchron Inc.Verified email at unimelb.edu.au
Gil RindUniversity of MelbourneVerified email at unimelb.edu.au
Iven MareelsFederation University AustraliaVerified email at federation.edu.au
Wendyl D'SouzaDepartment of Medicine, St Vincent's Hospital, The University of MelbourneVerified email at unimelb.edu.au
Dragan NesicProfessor, Department of Electrical and Electronic Engineering, University of MelbourneVerified email at unimelb.edu.au
Bahman TahayoriThe University of MelbourneVerified email at unimelb.edu.au
J.L. van HemmenProfessor of Theoretical Biophysics, TU MünchenVerified email at tum.de
Alan LaiBionics InstituteVerified email at bionicsinstitute.org
Michael R. IbbotsonProfessor of Visual NeuroscienceVerified email at nvri.org.au
Simon VogrinSt Vincents Hospital MelbourneVerified email at svha.org.au

David Grayden

Dept. of Biomedical Engineering, University of Melbourne

Verified email at unimelb.edu.au

Computational Neuroscience Medical Bionics Bionic Ear Bionic Eye Epilepsy


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Interictal spikes and epileptic seizures: their relationship and underlying rhythmicity PJ Karoly, DR Freestone, R Boston, DB Grayden, D Himes, K Leyde, ... Brain 139 (4), 1066-1078, 2016	244	2016
Speech perception for adults who use hearing aids in conjunction with cochlear implants in opposite ears M Mok, D Grayden, RC Dowell, D Lawrence American Speech-Language-Hearing Association, 2006	225	2006
Epileptic seizure prediction using big data and deep learning: toward a mobile system I Kiral-Kornek, S Roy, E Nurse, B Mashford, P Karoly, T Carroll, D Payne, ... EBioMedicine 27, 103-111, 2018	223	2018
Minimally invasive endovascular stent-electrode array for high-fidelity, chronic recordings of cortical neural activity TJ Oxley, NL Opie, SE John, GS Rind, SM Ronayne, TL Wheeler, JW Judy, ... Nature biotechnology 34 (3), 320-327, 2016	210	2016
Perceptual characterization of children with auditory neuropathy G Rance, C McKay, D Grayden Ear and Hearing 25 (1), 34-46, 2004	195	2004
The circadian profile of epilepsy improves seizure forecasting PJ Karoly, H Ung, DB Grayden, L Kuhlmann, K Leyde, MJ Cook, ... Brain 140 (8), 2169-2182, 2017	165	2017
Circadian and circaseptan rhythms in human epilepsy: a retrospective cohort study PJ Karoly, DM Goldenholz, DR Freestone, RE Moss, DB Grayden, ... The Lancet Neurology 17 (11), 977-985, 2018	156	2018
Epilepsyecosystem. org: crowd-sourcing reproducible seizure prediction with long-term human intracranial EEG L Kuhlmann, P Karoly, DR Freestone, BH Brinkmann, A Temko, ... Brain 141 (9), 2619-2630, 2018	140	2018
Critical slowing down as a biomarker for seizure susceptibility MI Maturana, C Meisel, K Dell, PJ Karoly, W D’Souza, DB Grayden, ... Nature communications 11 (1), 2172, 2020	111	2020
Spike-timing-dependent plasticity: the relationship to rate-based learning for models with weight dynamics determined by a stable fixed point AN Burkitt, H Meffin, DB Grayden Neural Computation 16 (5), 885-940, 2004	109	2004
Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks. I. Input selectivity–strengthening correlated input pathways M Gilson, AN Burkitt, DB Grayden, DA Thomas, JL van Hemmen Biological cybernetics 101 (2), 81-102, 2009	102	2009
Filtering induces correlation in fMRI resting state data CE Davey, DB Grayden, GF Egan, LA Johnston Neuroimage 64, 728-740, 2013	97	2013
Effect of age and cognition on childhood speech in noise perception abilities M Talarico, G Abdilla, M Aliferis, I Balazic, I Giaprakis, T Stefanakis, ... Audiology and Neurotology 12 (1), 13-19, 2006	97	2006
Motor neuroprosthesis implanted with neurointerventional surgery improves capacity for activities of daily living tasks in severe paralysis: first in-human experience TJ Oxley, PE Yoo, GS Rind, SM Ronayne, CMS Lee, C Bird, V Hampshire, ... Journal of neurointerventional surgery 13 (2), 102-108, 2021	92	2021
An Analytical Model for the ‘Large, Fluctuating Synaptic Conductance State’ Typical of Neocortical Neurons In Vivo H Meffin, AN Burkitt, DB Grayden Journal of computational neuroscience 16, 159-175, 2004	82	2004
Patient-specific bivariate-synchrony-based seizure prediction for short prediction horizons L Kuhlmann, D Freestone, A Lai, AN Burkitt, K Fuller, DB Grayden, ... Epilepsy research 91 (2-3), 214-231, 2010	79	2010
A data-driven framework for neural field modeling DR Freestone, P Aram, M Dewar, K Scerri, DB Grayden, ... NeuroImage 56 (3), 1043-1058, 2011	72	2011
Study of neuronal gain in a conductance-based leaky integrate-and-fire neuron model with balanced excitatory and inhibitory synaptic input AN Burkitt, H Meffin, DB Grayden Biological cybernetics 89 (2), 119-125, 2003	71	2003
Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks IV: Structuring synaptic pathways among recurrent connections M Gilson, AN Burkitt, DB Grayden, DA Thomas, JL van Hemmen Biological cybernetics 101, 427-444, 2009	69	2009
A continuous wavelet transform algorithm for peak detection A Wee, DB Grayden, Y Zhu, K Petkovic‐Duran, D Smith Electrophoresis 29 (20), 4215-4225, 2008	67	2008

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