Anthony N. Burkitt

Orcid: 0000-0001-5672-2772

According to our database1, Anthony N. Burkitt authored at least 92 papers between 1990 and 2024.

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Bibliography

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

Spike-timing dependent plasticity partially compensates for neural delays in a multi-layered network of motion-sensitive neurons.
PLoS Comput. Biol., 2023

Path Signatures for Seizure Forecasting.
CoRR, 2023

Combining the neural mass model and Hodgkin-Huxley formalism: Neuronal dynamics modelling.
Biomed. Signal Process. Control., 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

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

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

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

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

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

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

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

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

Predictive coding of visual object position ahead of moving objects revealed by time-resolved EEG decoding.
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

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

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

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

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

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

Observability limits for networked oscillators.
Autom., 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

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

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

Spectral Analysis of Input Spike Trains by Spike-Timing-Dependent Plasticity.
PLoS Comput. Biol., 2012

Frequency Selectivity Emerging from Spike-Timing-Dependent Plasticity.
Neural Comput., 2012

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

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

Modelling intrinsic electrophysiological properties of ON and OFF retinal ganglion cells.
J. Comput. Neurosci., 2011

Closed-Loop Seizure Control with Very High Frequency Electrical Stimulation at Seizure Onset in the Gaers Model of Absence Epilepsy.
Int. J. Neural Syst., 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

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

STDP in Recurrent Neuronal Networks.
Frontiers Comput. Neurosci., 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

Observability issues in networked clocks with applications to epilepsy.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008
Traveling wave based group delays for cochlear implant speech processing.
Proceedings of the INTERSPEECH 2008, 2008

2007
Spike-timing-dependent plasticity for neurons with recurrent connections.
Biol. Cybern., 2007

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

2006
A review of the integrate-and-fire neuron model: II. Inhomogeneous synaptic input and network properties.
Biol. Cybern., 2006

A Review of the Integrate-and-fire Neuron Model: I. Homogeneous Synaptic Input.
Biol. Cybern., 2006

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

How synapses in the auditory system wax and wane: theoretical perspectives.
Biol. Cybern., 2003

2002
Summation of Spatiotemporal Input Patterns in Leaky Integrate-and-Fire Neurons: Application to Neurons in the Cochlear Nucleus Receiving Converging Auditory Nerve Fiber Input.
J. Comput. Neurosci., 2002

An information-theoretic analysis of the coding of a periodic synaptic input by integrate-and-fire neurons.
Neurocomputing, 2002

2001
Synchronization of the Neural Response to Noisy Periodic Synaptic Input.
Neural Comput., 2001

Balanced neurons: analysis of leaky integrate-and-fire neurons with reversal potentials.
Biol. Cybern., 2001

2000
Calculation of Interspike Intervals for Integrate-and-Fire Neurons with Poisson Distribution of Synaptic Inputs.
Neural Comput., 2000

Analysis of synchronization in the response of neurons to noisy periodic synaptic input.
Neurocomputing, 2000

Interspike interval variability for balanced networks with reversal potentials for large numbers of inputs.
Neurocomputing, 2000

1999
Analysis of Integrate-and-Fire Neurons: Synchronization of Synaptic Input and Spike Output.
Neural Comput., 1999

New technique for analyzing integrate and fire neurons.
Neurocomputing, 1999

Analysis of neural response for excitation-inhibition balanced networks with reversal potentials for large numbers of inputs.
Proceedings of the International Joint Conference Neural Networks, 1999

1995
Study of analogue neural networks that obey Dale's law using mean-field theory.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1993
Optimised Attractor Neural Networks with External Inputs.
Proceedings of the New Trends in Neural Computation, 1993

1992
Refined Pruning Techniques for Feed-forward Neural Networks.
Complex Syst., 1992

1991
Optimization of the Architecture of Feed-forward Neural Networks with Hidden Layers by Unit Elimination.
Complex Syst., 1991

Parallel algorithms in computational science.
Springer series in information sciences 24, Springer, ISBN: 0387534180, 1991

1990
Parallelization of the Ising model and its performance evaluation.
Parallel Comput., 1990


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