David B. Grayden

Orcid: 0000-0002-5497-7234

According to our database1, David B. Grayden authored at least 127 papers between 1993 and 2024.

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Bibliography

2024
Towards Developing Brain-Computer Interfaces for People with Multiple Sclerosis.
CoRR, 2024

Comparing cardiac artifact removal algorithms for endovascular brain-computer interface recordings.
Proceedings of the 12th International Winter Conference on Brain-Computer Interface, 2024

Revisiting Seizure Prediction with Path Signatures: the Limitations of System Identification.
Proceedings of the Australian & New Zealand Control Conference, 2024

On the benefit of overparameterisation in state reconstruction: An empirical study of the nonlinear case.
Proceedings of the Australian & New Zealand Control Conference, 2024

2023
Inhibitory stabilized network behaviour in a balanced neural mass model of a cortical column.
Neural Networks, September, 2023

Path Signatures for Seizure Forecasting.
CoRR, 2023

Brain Model State Space Reconstruction Using an LSTM Neural Network.
CoRR, 2023

Evaluation of Optimal Stimuli for SSVEP-Based Augmented Reality Brain-Computer Interfaces.
IEEE Access, 2023

A Self-Supervised Task-Agnostic Embedding for EEG Signals.
Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

Effect of alpha range activity on SSVEP decoding in brain-computer interfaces.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Wearable Transmitter Coil Design for Inductive Wireless Power Transfer to Implantable Devices.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Observers for Phenomenological Models of Epileptic Seizures.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Feasibility of Using Source-Level Brain Computer Interface for People with Multiple Sclerosis.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Computational Fluid Dynamics of Stent-Mounted Neural Interfaces in an Idealized Cerebral Venous Sinus.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Experimental validation on dual-frequency outperforms single-frequency SSVEP with large numbers of targets within a given frequency range.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Comparison of Sub-Scalp EEG and Endovascular Stent-Electrode Array for Visual Evoked Potential Brain-Computer Interface.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Model Parameter Estimation As Features to Predict the Duration of Epileptic Seizures From Onset.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Predictive Shared Control of Robotic Arms Using Simulated Brain-Computer Interface Inputs.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Establishing the Calibration Curve of a Compressive Ophthalmodynamometry Device.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Autoregressive models for biomedical signal processing.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022
Emergence of radial orientation selectivity: Effect of cell density changes and eccentricity in a layered network.
Frontiers Comput. Neurosci., 2022

Evidence of Onset and Sustained Neural Responses to Isolated Phonemes from Intracranial Recordings in a Voice-based Cursor Control Task.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Does Real-Time Feedback Improve User Performance in SSVEP-based Brain-Computer Interfaces?
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Implementation of a closed-loop BCI system for real-time speech synthesis under clinical constraints.
Proceedings of the 10th International Winter Conference on Brain-Computer Interface, 2022

2021
Learning receptive field properties of complex cells in V1.
PLoS Comput. Biol., 2021

State transitions through inhibitory interneurons in a cortical network model.
PLoS Comput. Biol., 2021

Impact of axonal delay on structure development in a multi-layered network.
Neural Networks, 2021

Automatic speech recognition in neurodegenerative disease.
Int. J. Speech Technol., 2021

Feasibility of using discrete Brain Computer Interface for people with Multiple Sclerosis.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Multi-Frequency Canonical Correlation Analysis (MFCCA): A Generalised Decoding Algorithm for Multi-Frequency SSVEP.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Frequency Superposition - A Multi-Frequency Stimulation Method in SSVEP-based BCIs.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Non-Invasive Measurement of Intracranial Pressure Through Application of Venous Ophthalmodynamometry.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Computational Modeling of an Endovascular Peripheral Nerve Interface.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

On the benefit of overparameterization in state reconstruction.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Identification of discriminative features for decoding overt and imagined speech using stereotactic electroencephalography.
Proceedings of the 9th International Winter Conference on Brain-Computer Interface, 2021

Universal neurophysiological interpretation of EEG brain-computer interfaces.
Proceedings of the 9th International Winter Conference on Brain-Computer Interface, 2021

2020
Multi-Frequency Canonical Correlation Analysis (MFCCA): An Extended Decoding Algorithm for Multi-Frequency SSVEP.
CoRR, 2020

Comparison of Steady-State Visual Evoked Potential (SSVEP) with LCD vs. LED Stimulation.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

A Convolutional Neural Network Model for Decoding EEG signals in a Hand-Squeeze Task<sup>1</sup>.
Proceedings of the 8th International Winter Conference on Brain-Computer Interface, 2020

2019
In Vivo Impedance Characterization of Cortical Recording Electrodes Shows Dependence on Electrode Location and Size.
IEEE Trans. Biomed. Eng., 2019

Computational Neural Modeling of Auditory Cortical Receptive Fields.
Frontiers Comput. Neurosci., 2019

Neural Stimulation with an Endovascular Brain-Machine Interface.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Spatial Resolution of Visual Stimuli in SSVEP-based Brain-Computer Interface.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Evaluation of a minimally invasive endovascular neural interface for decoding motor activity.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Identification of A Neural Mass Model of Burst Suppression.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Slow-Fast Duffing Neural Mass Model.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
Consistency of Long-Term Subdural Electrocorticography in Humans.
IEEE Trans. Biomed. Eng., 2018

Electrical receptive fields of retinal ganglion cells: Influence of presynaptic neurons.
PLoS Comput. Biol., 2018

Seizure pathways: A model-based investigation.
PLoS Comput. Biol., 2018

A biologically-based computational model of visual cortex that overcomes the X-junction illusion.
Neural Networks, 2018

7T-fMRI: Faster temporal resolution yields optimal BOLD sensitivity for functional network imaging specifically at high spatial resolution.
NeuroImage, 2018

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., 2018

Bistability in Hodgkin-Huxley-type equations.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Cortical Brain Stimulation with Endovascular Electrodes.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
A Minimally Invasive Endovascular Stent-Electrode Array for Chronic Recordings of Cortical Neural Activity.
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 6, 2017

Modeling Electrode Place Discrimination in Cochlear Implant Stimulation.
IEEE Trans. Biomed. Eng., 2017

Probing to Observe Neural Dynamics Investigated with Networked Kuramoto Oscillators.
Int. J. Neural Syst., 2017

Introduction.
Int. J. Neural Syst., 2017

TrueNorth-enabled real-time classification of EEG data for brain-computer interfacing.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Learning Pitch with STDP: A Computational Model of Place and Temporal Pitch Perception Using Spiking Neural Networks.
PLoS Comput. Biol., 2016

A Simple and Accurate Model to Predict Responses to Multi-electrode Stimulation in the Retina.
PLoS Comput. Biol., 2016

On synchronization of networks of Wilson-Cowan oscillators with diffusive coupling.
Autom., 2016

Suitability of nitinol electrodes in neural prostheses such as endovascular neural interfaces.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Feasibility of a chronic, minimally invasive endovascular neural interface.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

A computational model of orientation-dependent activation of retinal ganglion cells.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Silver-diamond antenna for implantable mm-size bio-devices.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2016

2015
Model-based estimation of intra-cortical connectivity using electrophysiological data.
NeuroImage, 2015

Spike history neural response model.
J. Comput. Neurosci., 2015

Movement related directional tuning from broadband electrocorticography in humans.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Modeling electrode place discrimination in cochlear implants: Analysis of the influence of electrode array insertion depth.
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Perceptual effect of reverberation on multi-microphone noise reduction for cochlear implants.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

The effects of temperature changes on retinal ganglion cell responses to electrical stimulation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Analytic synchronization conditions for a network of Wilson and Cowan oscillators.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

2014
Enhancement of speech perception in noise by periodicity processing: A neurobiological model and signal processing algorithm.
Speech Commun., 2014

Interplay of Intrinsic and Synaptic Conductances in the Generation of High-Frequency Oscillations in Interneuronal Networks with Irregular Spiking.
PLoS Comput. Biol., 2014

Approximate, Computationally Efficient Online Learning in Bayesian Spiking Neurons.
Neural Comput., 2014

The effect of morphology upon electrophysiological responses of retinal ganglion cells: simulation results.
J. Comput. Neurosci., 2014

A comparison of open-loop and closed-loop stimulation strategies to control excitation of retinal ganglion cells.
Biomed. Signal Process. Control., 2014

Inferring the dynamic range of electrode current by using an information theoretic model of cochlear implant stimulation.
Proceedings of the 2014 IEEE Information Theory Workshop, 2014

Using convex optimization to compute channel capacity in a channel model of cochlear implant stimulation.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Efficacy of electrical stimulation of retinal ganglion cells with temporal patterns resembling light-evoked spike trains.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Electrical stimulation of neural tissue modeled as a cellular composite: Point Source electrode in an isotropic tissue.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Feedback stimulation strategy: Control of retinal ganglion cells activation.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Delay Selection by Spike-Timing-Dependent Plasticity in Recurrent Networks of Spiking Neurons Receiving Oscillatory Inputs.
PLoS Comput. Biol., 2013

Filtering induces correlation in fMRI resting state data.
NeuroImage, 2013

Spatiotemporal multi-resolution approximation of the Amari type neural field model.
NeuroImage, 2013

Algorithms to improve listening in noise for cochlear implant users.
Proceedings of the IEEE International Conference on Acoustics, 2013

Internal inconsistencies in models of electrical stimulation in neural tissue.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Retinal ganglion cells electrophysiology: The effect of cell morphology on impulse waveform.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Multicompartment retinal ganglion cells response to high frequency bi-phasic pulse train stimulation: Simulation results.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Embracing the irregular: A patient-specific image processing strategy for visual prostheses.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Information theoretic optimization of cochlear implant electrode usage probabilities.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A neural mass model of spontaneous burst suppression and epileptic seizures.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Modeling intrinsic electrophysiology of AII amacrine cells: Preliminary results.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Heating of the Eye by a Retinal Prosthesis: Modeling, Cadaver and In Vivo Study.
IEEE Trans. Biomed. Eng., 2012

An investigation of dendritic delay in octopus cells of the mammalian cochlear nucleus.
Frontiers Comput. Neurosci., 2012

Online learning in Bayesian Spiking Neurons.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Determining the electrical impedance of the retina from a complex voltage map.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Can electric current steering be used to control perception of a retinal prosthesis patient.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Minimisation of required charge for desired neuronal spike rate.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Information theoretic inference of the optimal number of electrodes for future cochlear implants using a spiral cochlea model.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Feature accentuation in phosphenated images.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
A data-driven framework for neural field modeling.
NeuroImage, 2011

Learning a Sparse Code for Temporal Sequences Using STDP and Sequence Compression.
Neural Comput., 2011

Theoretical framework for estimating the conductivity map of the retina through finite element analysis.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Predicting phosphene elicitation in patients with retinal implants: A mathematical study.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Simulating electrical stimulation of degenerative retinal ganglion cells with bi-phasic pulse trains.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

The electric field system of a macular ion channel plaque.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Probing for cortical excitability.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
A channel model for inferring the optimal number of electrodes for future cochlear implants.
IEEE Trans. Inf. Theory, 2010

Across-Frequency Delays Based on the Cochlear Traveling Wave: Enhanced Speech Presentation for Cochlear Implants.
IEEE Trans. Biomed. Eng., 2010

Spiking Neuron Model for Temporal Sequence Recognition.
Neural Comput., 2010

Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks V: self-organization schemes and weight dependence.
Biol. Cybern., 2010

2009
Speech coding with traveling wave delays: Desynchronizing cochlear implant frequency bands with cochlea-like group delays.
Speech Commun., 2009

Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks IV.
Biol. Cybern., 2009

Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks III: Partially connected neurons driven by spontaneous activity.
Biol. Cybern., 2009

Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks. II. Input selectivity - symmetry breaking.
Biol. Cybern., 2009

Emergence of network structure due to spike-timing-dependent plasticity in recurrent neuronal networks. I. Input selectivity-strengthening correlated input pathways.
Biol. Cybern., 2009

2008
Traveling wave based group delays for cochlear implant speech processing.
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

2007
Spike-Timing Dependent Plasticity in Recurrently Connected Networks with Fixed External Inputs.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

2005
Dynamically adjustable contrast enhancement from cortical background activity.
Neurocomputing, 2005

2004
Spike-Timing-Dependent Plasticity: The Relationship to Rate-Based Learning for Models with Weight Dynamics Determined by a Stable Fixed Point.
Neural Comput., 2004

An Analytical Model for the 'Large, Fluctuating Synaptic Conductance State' Typical of Neocortical Neurons <i>In Vivo</i>.
J. Comput. Neurosci., 2004

2003
Gain modulation and balanced synaptic input in a conductance-based neural model.
Neurocomputing, 2003

Study of neuronal gain in a conductance-based leaky integrate-and-fire neuron model with balanced excitatory and inhibitory synaptic input.
Biol. Cybern., 2003

1994
Phonemic segmentation of fluent speech.
Proceedings of ICASSP '94: IEEE International Conference on Acoustics, 1994

1993
Recognition of obstruent phonemes in speaker-independent fluent speech using a hierarchical approach.
Proceedings of the Third European Conference on Speech Communication and Technology, 1993


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