MS
Michael Schmuker
Neural Networks, Computerneurosciencecs.NEeess.SPOdorantsolfactionq-bio.NCSmellAlgorithmsantennal lobe
On Valency
published · living versionsW_yd2uh2h8·v1 · currentpublished
Exploiting plume structure to decode gas source distance using metal-oxide gas sensors
with Viktor Bahr, Ramón Huerta
1 version
Preprints & journals
50 papers in the corpus · 2002–2026Mammalian odour-guided navigation behaviour and neural processing in relation to the odour environment.42220174 · Gumaste, Ankita, Oumov, Maggie M, Sutton, Samuel et al.2026 · 0 citationsBiological reviews of the Cambridge Philosophical Society. 2026
Odour sensing in turbulent plumes with high-speed electronic nose and non-invasive ground truth2604.19626v1 · Nik Dennler, Elle Stark, Saimon Collaku et al.2026 · 0 citationsarXiv
Computational modelling of olfactory receptors.40441539 · Odoemelam, Chiemela S, Steuber, Volker, Schmuker, Michael2025 · 7 citationsBiochimica et biophysica acta. General subjects. 2025;1869(8):130825
Decoding the amplitude and slope of continuous signals into spikes with a spiking point neuron model10.1101/2024.05.20.594931v2 · Miko, R., Scheunemann, M., Steuber, V. et al.2024 · 1 citationbioRxiv
A Neuromorphic Electronic Nose Design2410.16677v3 · Shavika Rastogi, Nik Dennler, Michael Schmuker et al.2024 · 4 citationsarXiv
Neuromorphic circuit for temporal odor encoding in turbulent environments2412.20117v1 · Shavika Rastogi, Nik Dennler, Michael Schmuker et al.2024 · 1 citationarXiv
High-speed odor sensing using miniaturized electronic nose.39504378 · Dennler, Nik, Drix, Damien, Warner, Tom P A et al.2024 · 67 citationsScience advances. 2024;10(45):eadp1764
Spike-time encoding of gas concentrations using neuromorphic analog sensory front-end2310.07475v1 · Shavika Rastogi, Nik Dennler, Michael Schmuker et al.2023 · 5 citationsarXiv
High-speed odour sensing using miniaturised electronic nose2406.01904v2 · Nik Dennler, Damien Drix, Tom P. A. Warner et al.2024 · 2 citationsarXiv
Limitations in odour recognition and generalisation in a neuromorphic olfactory circuit2309.11555v1 · Nik Dennler, Andr'e van Schaik, Michael Schmuker2023 · 0 citationsarXiv
Machine Learning Approaches to Classify Anatomical Regions in Rodent Brain from High Density Recordings.36086280 · Windbuhler, Anna, Okkesim, Sukru, Christ, Olaf et al.2022 · 1 citationAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2022;2022:3530-3533
Mapping odorant sensitivities reveals a sparse but structured representation of olfactory chemical space by sensory input to the mouse olfactory bulb.35861321 · Burton, Shawn D, Brown, Audrey, Eiting, Thomas P et al.2022 · 48 citationseLife. 2022;11
Mapping odorant sensitivities reveals a sparse but structured representation of olfactory chemical space by sensory input to the mouse olfactory bulb.10.1101/2022.05.11.491539v2 · Burton, S. D., Brown, A., Eiting, T. P. et al.2022 · 48 citationsbioRxiv
Active sensing in a dynamic olfactory world.34591220 · Crimaldi, John, Lei, Hong, Schaefer, Andreas et al.2022 · 43 citationsJournal of computational neuroscience. 2022;50(1):1-6
Correction to: Active sensing in a dynamic olfactory world.34855110 · Crimaldi, John, Lei, Hong, Schaefer, Andreas et al.2022 · 0 citationsJournal of computational neuroscience. 2022;50(1):7
Feed-forward and noise-tolerant detection of feature homogeneity in spiking networks with a latency code.33787967 · Schmuker, Michael, Kupper, Rüdiger, Aertsen, Ad et al.2021 · 0 citationsBiological cybernetics. 2021;115(2):161-176
Growth rules for the repair of Asynchronous Irregular neuronal networks after peripheral lesions.34061830 · Sinha, Ankur, Metzner, Christoph, Davey, Neil et al.2021 · 4 citationsPLoS computational biology. 2021;17(6):e1008996
Drift in a Popular Metal Oxide Sensor Dataset Reveals Limitations for Gas Classification Benchmarks2108.08793v1 · Nik Dennler, Shavika Rastogi, Jordi Fonollosa et al.2021 · 83 citationsarXiv
Resolving Fast Gas Transients with Metal Oxide Sensors.33524259 · Drix, Damien, Schmuker, Michael2021 · 33 citationsACS sensors. 2021;6(3):688-692
Feed-forward and noise-tolerant detection of feature homogeneity in spiking networks with a latency code1806.03881v4 · Michael Schmuker, Rudiger Kupper, Ad Aertsen et al.2018 · 0 citationsarXiv
Resolving fast gas transients with Metal-Oxide sensors2010.01903v2 · Damien Drix, Michael Schmuker2020 · 33 citationsarXiv
Sparse coding with a somato-dendritic rule.32750603 · Drix, Damien, Hafner, Verena V, Schmuker, Michael2021 · 8 citationsNeural networks : the official journal of the International Neural Network Society. 2020;131:37-49
Computational exploration of molecular receptive fields in the olfactory bulb reveals a glomerulus-centric chemical map.31919393 · Soelter, Jan, Schumacher, Jan, Spors, Hartwig et al.2020 · 14 citationsScientific reports. 2020;10(1):77
More Than Smell-COVID-19 Is Associated With Severe Impairment of Smell, Taste, and Chemesthesis.32564071 · Parma, Valentina, Ohla, Kathrin, Veldhuizen, Maria G et al.2020 · 558 citationsChemical senses. 2020;45(7):609-622
Sparse Coding with a Somato-Dendritic Rule10.1101/451955v2 · Drix, D., Hafner, V. V., Schmuker, M.2018 · 8 citationsbioRxiv
Growth Rules for the Repair of Asynchronous Irregular Neuronal Networks after Peripheral Lesions10.1101/810846v2 · Sinha, A., Metzner, C., Davey, N. et al.2019 · 4 citationsbioRxiv
An unsupervised neuromorphic clustering algorithm.30944983 · Diamond, Alan, Schmuker, Michael, Nowotny, Thomas2020 · 24 citationsBiological cybernetics. 2019;113(4):423-437
Erratum to "Automatic segmentation of odour maps in the mouse olfactory bulb using regularized non-negative matrix factorization" [NeuroImage 98 (2014) 279-288].29754674 · Soelter, Jan, Schumacher, Jan, Spors, Hartwig et al.2019 · 1 citationNeuroImage. 2015;107:116
Computational exploration of molecular receptive fields in the olfactory bulb reveals a glomerulus-centric chemical map.10.1101/489666v2 · Soelter, J., Schumacher, J., Spors, H. et al.2018 · 14 citationsbioRxiv
Low-Power Neuromorphic Hardware for Signal Processing Applications1901.03690v3 · Bipin Rajendran, Abu Sebastian, Michael Schmuker et al.2019 · 7 citationsarXiv
Classifying continuous, real-time e-nose sensor data using a bio-inspired spiking network modelled on the insect olfactory system.26891474 · Diamond, A, Schmuker, M, Berna, A Z et al.2016 · 33 citationsBioinspiration & biomimetics. 2016;11(2):026002
A Probabilistic Model for Estimating the Depth and Threshold Temperature of C-fiber Nociceptors.26638830 · Dezhdar, Tara, Moshourab, Rabih A, Fründ, Ingo et al.2016 · 9 citationsScientific reports. 2015;5:17670
Physicochemical vs. Vibrational Descriptors for Prediction of Odor Receptor Responses.27480237 · Gabler, Stephan, Soelter, Jan, Hussain, Taufia et al.2016 · 22 citationsMolecular informatics. 2013;32(9-10):855-65
Exploiting plume structure to decode gas source distance using metal-oxide gas sensors1602.01815v2 · Michael Schmuker, Viktor Bahr, Ram'on Huerta2016 · 101 citationsSensors and Actuators B: Chemical 235:636-646 (2016)on Valency
Comparing Neuromorphic Solutions in Action: Implementing a Bio-Inspired Solution to a Benchmark Classification Task on Three Parallel-Computing Platforms.26778950 · Diamond, Alan, Nowotny, Thomas, Schmuker, Michael2016 · 51 citationsFrontiers in neuroscience. 2015;9:491
Decoding odor quality and intensity in the Drosophila brain.25512254 · Strutz, Antonia, Soelter, Jan, Baschwitz, Amelie et al.2015 · 176 citationseLife. 2014;3:e04147
Automatic segmentation of odor maps in the mouse olfactory bulb using regularized non-negative matrix factorization.24769181 · Soelter, Jan, Schumacher, Jan, Spors, Hartwig et al.2015 · 15 citationsNeuroImage. 2014;98:279-88
A neuromorphic network for generic multivariate data classification.24469794 · Schmuker, Michael, Pfeil, Thomas, Nawrot, Martin Paul2014 · 98 citationsProceedings of the National Academy of Sciences of the United States of America. 2014;111(6):2081-6
Six networks on a universal neuromorphic computing substrate1210.7083v4 · Thomas Pfeil, Andreas Grubl, Sebastian Jeltsch et al.2012 · 190 citationsFront. Neurosci. 7:11 (2013)
Parallel representation of stimulus identity and intensity in a dual pathway model inspired by the olfactory system of the honeybee.22232601 · Schmuker, Michael, Yamagata, Nobuhiro, Nawrot, Martin Paul et al.2012 · 41 citationsFrontiers in neuroengineering. 2011;4:17
The similarity between odors and their binary mixtures in Drosophila.21486995 · Eschbach, Claire, Vogt, Katrin, Schmuker, Michael et al.2012 · 13 citationsChemical senses. 2011;36(7):613-21
A behavioral odor similarity "space" in larval Drosophila.21227903 · Chen, Yi-chun, Mishra, Dushyant, Schmitt, Linda et al.2011 · 23 citationsChemical senses. 2011;36(3):237-49
Predicting olfactory receptor neuron responses from odorant structure.17880742 · Schmuker, Michael, de Bruyne, Marien, Hähnel, Melanie et al.2010 · 55 citationsChemistry Central journal. 2007;1:11
Searching for drug scaffolds with 3D pharmacophores and neural network ensembles.17604383 · Renner, Steffen, Hechenberger, Mirko, Noeske, Tobias et al.2009 · 22 citationsAngewandte Chemie (International ed. in English). 2007;46(28):5336-9
Processing and classification of chemical data inspired by insect olfaction.18077325 · Schmuker, Michael, Schneider, Gisbert2008 · 95 citationsProceedings of the National Academy of Sciences of the United States of America. 2007;104(51):20285-9
SOMMER: self-organising maps for education and research.17024412 · Schmuker, Michael, Schwarte, Florian, Brück, André et al.2007 · 26 citationsJournal of molecular modeling. 2007;13(1):225-8
Optimized Particle Swarm Optimization (OPSO) and its application to artificial neural network training.16529661 · Meissner, Michael, Schmuker, Michael, Schneider, Gisbert2006 · 297 citationsBMC bioinformatics. 2006;7:125
Impact of different software implementations on the performance of the Maxmin method for diverse subset selection.15612646 · Schmuker, Michael, Givehchi, Alireza, Schneider, Gisbert2005 · 21 citationsMolecular diversity. 2004;8(4):421-5
Deciphering apicoplast targeting signals--feature extraction from nuclear-encoded precursors of Plasmodium falciparum apicoplast proteins.11738814 · Zuegge, J, Ralph, S, Schmuker, M et al.2002 · 225 citationsGene. 2001;280(1-2):19-26
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