David Grayden

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Anthony N. BurkittUniversity of MelbourneVerified email at unimelb.edu.au
Hamish MeffinAssociate Professor, The University of MelbourneVerified email at unimelb.edu.au
Mark CookUniversity 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
Tatiana KamenevaSwinburne University of TechnologyVerified email at swin.edu.au
Sam Emmanuel JohnUniversity of MelbourneVerified email at ieee.org
Terence J. O'BrienThe Department of Neuroscience, Monash University; Department of Neurology, Alfred HealthVerified email at monash.edu
Thomas J OxleyCEO, SynchronVerified email at synchron.com
Clive N MayProfessor, Preclinical Critical Care Unit, Florey Institute of Neuroscience and Mental HealthVerified email at florey.edu.au
Iven MareelsIBM A/NZ & Honorary Professor at The University of MelbourneVerified email at au1.ibm.com
Stephen RonayneUniversity of Melbourne, Synchron Inc.Verified email at unimelb.edu.au
Gil RindUniversity 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
Wendyl D'SouzaDepartment of Medicine, St Vincent's Hospital, The University of MelbourneVerified email at unimelb.edu.au
Michael R. IbbotsonProfessor of Visual NeuroscienceVerified email at nvri.org.au
Antonio G PaoliniProfessor of Psychology, RMIT UniversityVerified email at rmit.edu.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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	211	2006
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	201	2016
Perceptual characterization of children with auditory neuropathy G Rance, C McKay, D Grayden Ear and Hearing 25 (1), 34-46, 2004	189	2004
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	181	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	166	2016
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	133	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	126	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	110	2018
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	106	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	97	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, 2007	85	2007
Filtering induces correlation in fMRI resting state data CE Davey, DB Grayden, GF Egan, LA Johnston Neuroimage 64, 728-740, 2013	84	2013
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	78	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 (2), 159-175, 2004	72	2004
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), 1-12, 2020	70	2020
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	69	2003
A data-driven framework for neural field modeling DR Freestone, P Aram, M Dewar, K Scerri, DB Grayden, ... NeuroImage 56 (3), 1043-1058, 2011	66	2011
Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks IV M Gilson, AN Burkitt, DB Grayden, DA Thomas, JL van Hemmen Biological cybernetics 101 (5), 427-444, 2009	64	2009
Seizure detection using seizure probability estimation: Comparison of features used to detect seizures L Kuhlmann, AN Burkitt, MJ Cook, K Fuller, DB Grayden, L Seiderer, ... Annals of biomedical engineering 37 (10), 2129-2145, 2009	63	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	60	2008

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