List of works - Michael Schmuker

1st International Workshop on Odor Spaces

article published in 2014

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

scientific article

A Probabilistic Model for Estimating the Depth and Threshold Temperature of C-fiber Nociceptors.

scientific article published on 7 December 2015

A behavioral odor similarity "space" in larval Drosophila.

scientific article published on 11 January 2011

A neuromorphic network for generic multivariate data classification

scientific article

Active sensing in a dynamic olfactory world

scientific article

An unsupervised neuromorphic clustering algorithm

scientific article published on 03 April 2019

Automatic segmentation of odor maps in the mouse olfactory bulb using regularized non-negative matrix factorization

scientific article published on 24 April 2014

Benchmarking physicochemical vs. vibrational descriptors in predicting odor receptor responses

article

Benchmarking the impact of information processing in the insect olfactory system with a spiking neuromorphic classifier

scientific article

Classification of multivariate data with a spiking neural network on neuromorphic hardware.

scientific article published on 8 July 2013

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

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

scientific article

Computational exploration of molecular receptive fields in the olfactory bulb reveals a glomerulus-centric chemical map

scientific article published on 09 January 2020

Decoding odor quality and intensity in the Drosophila brain

scientific article

Differential odor processing in two olfactory pathways in the honeybee.

scientific article published on 4 December 2009

Erratum to "Automatic segmentation of odour maps in the mouse olfactory bulb using regularized non-negative matrix factorization" [NeuroImage 98 (2014) 279-288]

scientific article published on 06 December 2014

Impact of different software implementations on the performance of the Maxmin method for diverse subset selection

scientific article published in January 2004

Mapping odorant sensitivities reveals a sparse but structured representation of olfactory chemical space by sensory input to the mouse olfactory bulb

scientific article published in 2022

More than smell - COVID-19 is associated with severe impairment of smell, taste, and chemesthesis

scientific article published on 20 June 2020

More than smell. COVID-19 is associated with severe impairment of smell, taste, and chemesthesis

scientific article published on 08 May 2020

NeuralEnsemble.Org: Unifying neural simulators in Python to ease the model complexity bottleneck

scientific article published in 1970

Optimized Particle Swarm Optimization (OPSO) and its application to artificial neural network training

scientific article

Parallel representation of stimulus identity and intensity in a dual pathway model inspired by the olfactory system of the honeybee.

scientific article

Physicochemical vs. Vibrational Descriptors for Prediction of Odor Receptor Responses.

scientific article published on 2 October 2013

Predicting olfactory receptor neuron responses from odorant structure

scientific article published on 4 May 2007

Processing and classification of chemical data inspired by insect olfaction

scientific article

SOMMER: self-organising maps for education and research

scientific article published on 22 September 2006

Searching for drug scaffolds with 3D pharmacophores and neural network ensembles

scientific article published in January 2007

Self-organization of virtual odorant receptors inspired by insect olfaction

scientific article

Self-organized lateral inhibition improves odor classification in an olfaction-inspired network.

scientific article published on 8 July 2013

Six networks on a universal neuromorphic computing substrate

scientific article published on 18 February 2013

Sparse coding with a somato-dendritic rule

scientific article published on 26 June 2020

The similarity between odors and their binary mixtures in Drosophila

scientific article published on 12 April 2011

List of works by Michael Schmuker

1st International Workshop on Odor Spaces

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

A Probabilistic Model for Estimating the Depth and Threshold Temperature of C-fiber Nociceptors.

A behavioral odor similarity "space" in larval Drosophila.

A neuromorphic network for generic multivariate data classification

Active sensing in a dynamic olfactory world

An unsupervised neuromorphic clustering algorithm

Automatic segmentation of odor maps in the mouse olfactory bulb using regularized non-negative matrix factorization

Benchmarking physicochemical vs. vibrational descriptors in predicting odor receptor responses

Benchmarking the impact of information processing in the insect olfactory system with a spiking neuromorphic classifier

Classification of multivariate data with a spiking neural network on neuromorphic hardware.

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.

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

Computational exploration of molecular receptive fields in the olfactory bulb reveals a glomerulus-centric chemical map

Decoding odor quality and intensity in the Drosophila brain

Differential odor processing in two olfactory pathways in the honeybee.

Erratum to "Automatic segmentation of odour maps in the mouse olfactory bulb using regularized non-negative matrix factorization" [NeuroImage 98 (2014) 279-288]

Impact of different software implementations on the performance of the Maxmin method for diverse subset selection

Mapping odorant sensitivities reveals a sparse but structured representation of olfactory chemical space by sensory input to the mouse olfactory bulb

More than smell - COVID-19 is associated with severe impairment of smell, taste, and chemesthesis

More than smell. COVID-19 is associated with severe impairment of smell, taste, and chemesthesis

NeuralEnsemble.Org: Unifying neural simulators in Python to ease the model complexity bottleneck

Optimized Particle Swarm Optimization (OPSO) and its application to artificial neural network training

Parallel representation of stimulus identity and intensity in a dual pathway model inspired by the olfactory system of the honeybee.

Physicochemical vs. Vibrational Descriptors for Prediction of Odor Receptor Responses.

Predicting olfactory receptor neuron responses from odorant structure

Processing and classification of chemical data inspired by insect olfaction

SOMMER: self-organising maps for education and research

Searching for drug scaffolds with 3D pharmacophores and neural network ensembles

Self-organization of virtual odorant receptors inspired by insect olfaction

Self-organized lateral inhibition improves odor classification in an olfaction-inspired network.

Six networks on a universal neuromorphic computing substrate

Sparse coding with a somato-dendritic rule

The similarity between odors and their binary mixtures in Drosophila

Topographic embedding of MOR18-2 in the mouse olfactory bulb