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
Sam Emmanuel JohnUniversity of MelbourneVerified email at ieee.org
Levin KuhlmannAssociate Professor in Data Science, AI and Digital Health, Faculty of Information TechnologyVerified email at monash.edu
Tatiana KamenevaSwinburne University of TechnologyVerified email at swin.edu.au
Thomas J OxleyProfessor, University of Melbourne; Interventional Neurologist, Mount Sinai, NYCVerified email at synchron.com
Terence J. O'BrienThe Department of Neuroscience, Monash University; Department of Neurology, Alfred HealthVerified email at monash.edu
Wendyl D'SouzaDepartment of Medicine, St Vincent's Hospital, The University of MelbourneVerified email at unimelb.edu.au
Clive N MayProfessor, Preclinical Critical Care Unit, Florey Institute of Neuroscience and Mental HealthVerified email at florey.edu.au
Stephen RonayneUniversity of MelbourneVerified email at unimelb.edu.au
Gil RindUniversity of MelbourneVerified email at unimelb.edu.au
Iven MareelsFederation University AustraliaVerified email at federation.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
Alan LaiBionics InstituteVerified email at bionicsinstitute.org
J.L. van HemmenProfessor of Theoretical Biophysics, TU MünchenVerified email at tum.de
Michael R. IbbotsonProfessor of Visual NeuroscienceVerified email at nvri.org.au
Simon VogrinSt Vincents Hospital MelbourneVerified email at svha.org.au
Antonio G PaoliniProfessor of Psychology, RMIT UniversityVerified email at rmit.edu.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	307	2016
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	303	2016
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	294	2018
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	246	2006
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	219	2018
Perceptual characterization of children with auditory neuropathy G Rance, C McKay, D Grayden Ear and Hearing 25 (1), 34-46, 2004	208	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	203	2017
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	195	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	189	2020
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	175	2021
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	114	2004
Seizure forecasting and cyclic control of seizures RE Stirling, MJ Cook, DB Grayden, PJ Karoly Epilepsia 62, S2-S14, 2021	105	2021
Filtering induces correlation in fMRI resting state data CE Davey, DB Grayden, GF Egan, LA Johnston Neuroimage 64, 728-740, 2013	103	2013
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	103	2009
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	101	2006
Forecasting cycles of seizure likelihood PJ Karoly, MJ Cook, M Maturana, ES Nurse, D Payne, BH Brinkmann, ... Epilepsia 61 (4), 776-786, 2020	94	2020
Focal stimulation of the sheep motor cortex with a chronically implanted minimally invasive electrode array mounted on an endovascular stent NL Opie, SE John, GS Rind, SM Ronayne, YT Wong, G Gerboni, PE Yoo, ... Nature biomedical engineering 2 (12), 907-914, 2018	93	2018
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	91	2010
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	90	2004
A data-driven framework for neural field modeling DR Freestone, P Aram, M Dewar, K Scerri, DB Grayden, ... NeuroImage 56 (3), 1043-1058, 2011	76	2011

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