List of works - Mark D. McDonnell

A deep convolutional neural network for segmentation of whole-slide pathology images identifies novel tumour cell-perivascular niche interactions that are associated with poor survival in glioblastoma

scientific article published on 29 April 2021

A review of methods for identifying stochastic resonance in simulations of single neuron models

scientific article

A unified account of perceptual layering and surface appearance in terms of gamut relativity

scientific article

Adaptive recursive algorithm for optimal weighted suprathreshold stochastic resonance.

scientific article published on 13 September 2017

An introductory review of information theory in the context of computational neuroscience

scientific article published on 27 July 2011

Channel-noise-induced stochastic facilitation in an auditory brainstem neuron model.

scientific article published on 26 November 2013

Dynamics of gamma bursts in local field potentials

scientific article published in January 2015

Editorial: Neuronal Stochastic Variability: Influences on Spiking Dynamics and Network Activity

scientific article published on 21 April 2016

Engineering Intelligent Electronic Systems Based on Computational Neuroscience

scientific article

Fast, Simple and Accurate Handwritten Digit Classification by Training Shallow Neural Network Classifiers with the 'Extreme Learning Machine' Algorithm ⬇️

scientific article published on 11 August 2015

Identifying positive roles for endogenous stochastic noise during computation in neural systems

scientific article published on January 2013

Information capacity of stochastic pooling networks is achieved by discrete inputs

scientific article published on 06 April 2009

Information theoretic optimization of cochlear implant electrode usage probabilities.

scientific article

Input-rate modulation of γ oscillations is sensitive to network topology, delays and short-term plasticity.

scientific article published on 8 September 2011

Interaction of short-term depression and firing dynamics in shaping single neuron encoding.

scientific article published on 19 April 2013

Ion channel noise can explain firing correlation in auditory nerves.

scientific article published on 2 August 2016

Maximally informative stimuli and tuning curves for sigmoidal rate-coding neurons and populations

scientific article published on 01 August 2008

Metabolic cost of neuronal information in an empirical stimulus-response model.

scientific article

Methods for generating complex networks with selected structural properties for simulations: a review and tutorial for neuroscientists.

scientific article published on 10 March 2011

Modeling Electrode Place Discrimination in Cochlear Implant Stimulation.

scientific article published on December 2016

Modeling the influence of short term depression in vesicle release and stochastic calcium channel gating on auditory nerve spontaneous firing statistics.

scientific article

Motif-role-fingerprints: the building-blocks of motifs, clustering-coefficients and transitivities in directed networks

scientific article published on 8 December 2014

Neural population coding is optimized by discrete tuning curves

scientific article published on 22 September 2009

Optimal sensor selection for noisy binary detection in stochastic pooling networks.

scientific article published on 12 August 2013

Phase changes in neuronal postsynaptic spiking due to short term plasticity

scientific article published on 22 September 2017

Signal acquisition via polarization modulation in single photon sources.

scientific article published on 8 December 2009

Simulation of electromyographic recordings following transcranial magnetic stimulation

scientific article published on 05 July 2018

Small modifications to network topology can induce stochastic bistable spiking dynamics in a balanced cortical model

scientific article (publication date: 2014)

Stochastic Resonance

book by Mark D. McDonnell

Stochastic information transfer from cochlear implant electrodes to auditory nerve fibers

scientific article

The benefits of noise in neural systems: bridging theory and experiment

scientific article (publication date: 20 June 2011)

Too good to be true: when overwhelming evidence fails to convince. ⬇️

scientific article published in March 2016

Track Everything: Limiting Prior Knowledge in Online Multi-Object Recognition.

scientific article published on 24 April 2017

What is stochastic resonance? Definitions, misconceptions, debates, and its relevance to biology

scientific article

List of works by Mark D. McDonnell

A deep convolutional neural network for segmentation of whole-slide pathology images identifies novel tumour cell-perivascular niche interactions that are associated with poor survival in glioblastoma

A review of methods for identifying stochastic resonance in simulations of single neuron models

A unified account of perceptual layering and surface appearance in terms of gamut relativity

Adaptive recursive algorithm for optimal weighted suprathreshold stochastic resonance.

An introductory review of information theory in the context of computational neuroscience

Channel-noise-induced stochastic facilitation in an auditory brainstem neuron model.

Dynamics of gamma bursts in local field potentials

Editorial: Neuronal Stochastic Variability: Influences on Spiking Dynamics and Network Activity

Engineering Intelligent Electronic Systems Based on Computational Neuroscience

Fast, Simple and Accurate Handwritten Digit Classification by Training Shallow Neural Network Classifiers with the 'Extreme Learning Machine' Algorithm ⬇️

Identifying positive roles for endogenous stochastic noise during computation in neural systems

Information capacity of stochastic pooling networks is achieved by discrete inputs

Information theoretic optimization of cochlear implant electrode usage probabilities.

Input-rate modulation of γ oscillations is sensitive to network topology, delays and short-term plasticity.

Interaction of short-term depression and firing dynamics in shaping single neuron encoding.

Ion channel noise can explain firing correlation in auditory nerves.

Maximally informative stimuli and tuning curves for sigmoidal rate-coding neurons and populations

Metabolic cost of neuronal information in an empirical stimulus-response model.

Methods for generating complex networks with selected structural properties for simulations: a review and tutorial for neuroscientists.

Modeling Electrode Place Discrimination in Cochlear Implant Stimulation.

Modeling the influence of short term depression in vesicle release and stochastic calcium channel gating on auditory nerve spontaneous firing statistics.

Motif-role-fingerprints: the building-blocks of motifs, clustering-coefficients and transitivities in directed networks

Neural population coding is optimized by discrete tuning curves

Optimal sensor selection for noisy binary detection in stochastic pooling networks.

Phase changes in neuronal postsynaptic spiking due to short term plasticity

Signal acquisition via polarization modulation in single photon sources.

Simulation of electromyographic recordings following transcranial magnetic stimulation

Small modifications to network topology can induce stochastic bistable spiking dynamics in a balanced cortical model

Stochastic Resonance

Stochastic information transfer from cochlear implant electrodes to auditory nerve fibers

The benefits of noise in neural systems: bridging theory and experiment

Too good to be true: when overwhelming evidence fails to convince. ⬇️

Track Everything: Limiting Prior Knowledge in Online Multi-Object Recognition.

What is stochastic resonance? Definitions, misconceptions, debates, and its relevance to biology