List of works - Thomas Nowotny

25th Annual Computational Neuroscience Meeting: CNS-2016

scientific article

26th Annual Computational Neuroscience Meeting (CNS*2017): Part 3.

scientific article

A numerical renormalisation group method for the analysis of critical spreading activity in spiking neural networks

scientific article published on 8 July 2013

An unsupervised neuromorphic clustering algorithm

scientific article published on 03 April 2019

Artificial neural network approaches for fluorescence lifetime imaging techniques.

scientific article published on June 2016

Benchmarking Drosophila receptor neurons for technical applications

scientific article

Bio-inspired solutions to the challenges of chemical sensing

scientific article published on 29 October 2012

Brian2GeNN: accelerating spiking neural network simulations with graphics hardware

scientific article published on 15 January 2020

Burst Firing Enhances Neural Output Correlation.

scientific article published on 9 May 2016

Classifying chemical sensor data using GPU-accelerated bio-mimetic neuronal networks based on the insect olfactory system

scientific article

Classifying continuous, real-time e-nose sensor data using a bio-inspired spiking network modelled on the insect olfactory system.

scientific article published on 18 February 2016

Coarse-grained statistics for attributing criticality to heterogeneous neural networks

scientific article

Comparing Neuromorphic Solutions in Action: Implementing a Bio-Inspired Solution to a Benchmark Classification Task on Three Parallel-Computing Platforms.

scientific article

Competition-based model of pheromone component ratio detection in the moth

scientific article

Consistency and diversity of spike dynamics in the neurons of bed nucleus of stria terminalis of the rat: a dynamic clamp study

scientific article

Correction to: Computing reward prediction errors and learning valence in the insect mushroom body

scientific article published on 17 January 2019

Criteria for robustness of heteroclinic cycles in neural microcircuits.

scientific article

Data-driven honeybee antennal lobe model suggests how stimulus-onset asynchrony can aid odour segregation.

scientific article

Decoding temporal information through slow lateral excitation in the olfactory system of insects

scientific article published in September 2003

Descending neurons of the hoverfly respond to pursuits of artificial targets

scientific article published in 2023

Drosophila olfactory receptors as classifiers for volatiles from disparate real world applications.

scientific article published on 14 October 2014

Dynamic clamp with StdpC software.

scientific article

Dynamic observer: ion channel measurement beyond voltage clamp

scientific article

Dynamical origin of independent spiking and bursting activity in neural microcircuits.

scientific article published on 22 March 2007

Explaining synchrony in feed-forward networks: are McCulloch-Pitts neurons good enough?

scientific article

Fast and robust learning by reinforcement signals: explorations in the insect brain

scientific article published in August 2009

Feature selection for chemical sensor arrays using mutual information

scientific article (publication date: 2014)

Flexible neuronal network simulation framework using code generation for NVidia® CUDA™.

scientific article

GPU acceleration of time-domain fluorescence lifetime imaging.

scientific article published in January 2016

Gain control network conditions in early sensory coding

scientific article

GeNN: a code generation framework for accelerated brain simulations.

scientific article published on 7 January 2016

Influence of wiring cost on the large-scale architecture of human cortical connectivity.

scientific article

Inhibition in multiclass classification

scientific article published on 17 May 2012

Interaction of cellular and network mechanisms for efficient pheromone coding in moths.

scientific article published on 22 November 2011

Learning classification in the olfactory system of insects

scientific article published in August 2004

Machine learning for automatic prediction of the quality of electrophysiological recordings

scientific article

Modelling the signal delivered by a population of first-order neurons in a moth olfactory system

scientific article published on 24 September 2011

Models wagging the dog: are circuits constructed with disparate parameters?

scientific article published in August 2007

Multi-neuronal refractory period adapts centrally generated behaviour to reward

scientific article

Multiscale model of an inhibitory network shows optimal properties near bifurcation

scientific article published on 10 June 2011

Neuronal synchrony: peculiarity and generality

scientific article published on September 2008

Non-synaptic interactions between olfactory receptor neurons, a possible key feature of odor processing in flies

scientific article published on 13 December 2021

Odor Stimuli: Not Just Chemical Identity

scientific article published on 27 November 2019

Odorant mixtures elicit less variable and faster responses than pure odorants

article

Olfactory experience shapes the evaluation of odour similarity in ants: a behavioural and computational analysis.

scientific article published in August 2016

Phase diagram of the random field Ising model on the Bethe lattice

scientific article published on 19 December 2001

Probing the dynamics of identified neurons with a data-driven modeling approach.

scientific article

Self-organization in the olfactory system: one shot odor recognition in insects.

scientific article published on 18 November 2005

Simulating spiking neural networks on massively parallel graphical processing units using a code generation approach with GeNN.

scientific article published on 21 July 2014

Single electrode dynamic clamp with StdpC.

scientific article

Spatial representation of temporal information through spike-timing-dependent plasticity

scientific article

Spike-timing-dependent plasticity of inhibitory synapses in the entorhinal cortex.

scientific article published on 23 August 2006

SpineML and Brian 2.0 interfaces for using GPU enhanced Neuronal Networks (GeNN).

scientific article published on 21 July 2014

StdpC: a modern dynamic clamp

scientific article published on 18 July 2006

The Emergence of a Stable Neuronal Ensemble from a Wider Pool of Activated Neurons in the Dorsal Medial Prefrontal Cortex during Appetitive Learning in Mice

scientific article published on 14 November 2019

The effect of intrinsic subthreshold oscillations on the spontaneous dynamics of a ring network with distance-dependent delays

scientific article

Transient dynamics between displaced fixed points: an alternate nonlinear dynamical framework for olfaction.

scientific article published on 23 July 2011

Transient dynamics between displaced fixed points: an alternate nonlinear dynamical framework for olfaction.

scientific article published on 18 July 2011

Voltage-Clamp Technique

article

List of works by Thomas Nowotny

25th Annual Computational Neuroscience Meeting: CNS-2016

26th Annual Computational Neuroscience Meeting (CNS*2017): Part 3.

A numerical renormalisation group method for the analysis of critical spreading activity in spiking neural networks

An unsupervised neuromorphic clustering algorithm

Artificial neural network approaches for fluorescence lifetime imaging techniques.

Benchmarking Drosophila receptor neurons for technical applications

Bio-inspired solutions to the challenges of chemical sensing

Brian2GeNN: accelerating spiking neural network simulations with graphics hardware

Burst Firing Enhances Neural Output Correlation.

Classifying chemical sensor data using GPU-accelerated bio-mimetic neuronal networks based on the insect olfactory system

Classifying continuous, real-time e-nose sensor data using a bio-inspired spiking network modelled on the insect olfactory system.

Coarse-grained statistics for attributing criticality to heterogeneous neural networks

Comparing Neuromorphic Solutions in Action: Implementing a Bio-Inspired Solution to a Benchmark Classification Task on Three Parallel-Computing Platforms.

Competition-based model of pheromone component ratio detection in the moth

Consistency and diversity of spike dynamics in the neurons of bed nucleus of stria terminalis of the rat: a dynamic clamp study

Correction to: Computing reward prediction errors and learning valence in the insect mushroom body

Criteria for robustness of heteroclinic cycles in neural microcircuits.

Data-driven honeybee antennal lobe model suggests how stimulus-onset asynchrony can aid odour segregation.

Decoding temporal information through slow lateral excitation in the olfactory system of insects

Descending neurons of the hoverfly respond to pursuits of artificial targets

Drosophila olfactory receptors as classifiers for volatiles from disparate real world applications.

Dynamic clamp with StdpC software.

Dynamic observer: ion channel measurement beyond voltage clamp

Dynamical origin of independent spiking and bursting activity in neural microcircuits.

Explaining synchrony in feed-forward networks: are McCulloch-Pitts neurons good enough?

Fast and robust learning by reinforcement signals: explorations in the insect brain

Feature selection for chemical sensor arrays using mutual information

Flexible neuronal network simulation framework using code generation for NVidia® CUDA™.

GPU acceleration of time-domain fluorescence lifetime imaging.

Gain control network conditions in early sensory coding

GeNN: a code generation framework for accelerated brain simulations.

Influence of wiring cost on the large-scale architecture of human cortical connectivity.

Inhibition in multiclass classification

Interaction of cellular and network mechanisms for efficient pheromone coding in moths.

Learning classification in the olfactory system of insects

Machine learning for automatic prediction of the quality of electrophysiological recordings

Modelling the signal delivered by a population of first-order neurons in a moth olfactory system

Models wagging the dog: are circuits constructed with disparate parameters?

Multi-neuronal refractory period adapts centrally generated behaviour to reward

Multiscale model of an inhibitory network shows optimal properties near bifurcation

Neuronal synchrony: peculiarity and generality

Non-synaptic interactions between olfactory receptor neurons, a possible key feature of odor processing in flies

Odor Stimuli: Not Just Chemical Identity

Odorant mixtures elicit less variable and faster responses than pure odorants

Olfactory experience shapes the evaluation of odour similarity in ants: a behavioural and computational analysis.

Phase diagram of the random field Ising model on the Bethe lattice

Probing the dynamics of identified neurons with a data-driven modeling approach.

Self-organization in the olfactory system: one shot odor recognition in insects.

Simulating spiking neural networks on massively parallel graphical processing units using a code generation approach with GeNN.

Single electrode dynamic clamp with StdpC.

Spatial representation of temporal information through spike-timing-dependent plasticity

Spike-timing-dependent plasticity of inhibitory synapses in the entorhinal cortex.

SpineML and Brian 2.0 interfaces for using GPU enhanced Neuronal Networks (GeNN).

StdpC: a modern dynamic clamp

The Emergence of a Stable Neuronal Ensemble from a Wider Pool of Activated Neurons in the Dorsal Medial Prefrontal Cortex during Appetitive Learning in Mice

The effect of intrinsic subthreshold oscillations on the spontaneous dynamics of a ring network with distance-dependent delays

Transient dynamics between displaced fixed points: an alternate nonlinear dynamical framework for olfaction.

Transient dynamics between displaced fixed points: an alternate nonlinear dynamical framework for olfaction.

Voltage-Clamp Technique