All Stories

  1. A Neuromorphic Electronic Nose Design

    Article • IEEE Sensors Journal, June 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Michael Schmuker

  2. DENSE SENSE : A novel approach utilizing an electron density augmented machine learning paradigm to understand a complex odour landscape

    Article • May 2025, American Chemical Society (ACS)

    Michael Schmuker

  3. DENSE SENSE : A novel approach utilizing an electron density augmented machine learning paradigm to understand a complex odour landscape

    Article • May 2025, American Chemical Society (ACS)

    Michael Schmuker

  4. DENSE SENSE : A novel approach utilizing an electron density augmented machine learning paradigm to understand a complex odour landscape

    Article • May 2025, American Chemical Society (ACS)

    Michael Schmuker

  5. Neuromorphic circuit for temporal odor encoding in turbulent environments

    Article • IEEE Sensors Journal, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Michael Schmuker

  6. Dense Sense: a novel approach utilizing electron density augmented machine learning paradigm to understand the complex odour landscape

    Article • Digital Discovery, January 2025, Royal Society of Chemistry

    Michael Schmuker

  7. Limitations in odour recognition and generalization in a neuromorphic olfactory circuit

    Article • Nature Machine Intelligence, December 2024, Springer Science + Business Media

    Michael Schmuker

  8. High-speed odor sensing using miniaturized electronic nose

    Article • Science Advances, November 2024, American Association for the Advancement of Science

    Michael Schmuker

  9. Decoding the amplitude and slope of continuous signals into spikes with a spiking point neuron model

    Article • May 2024, Cold Spring Harbor Laboratory Press

    Michael Schmuker

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

    Article • eLife, July 2022, eLife

    Michael Schmuker

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

    Article • May 2022, Cold Spring Harbor Laboratory Press

    Michael Schmuker

  12. Active sensing in a dynamic olfactory world

    Article • Journal of Computational Neuroscience, September 2021, Springer Science + Business Media

    Michael Schmuker

  13. Growth rules for the repair of Asynchronous Irregular neuronal networks after peripheral lesions

    Article • PLoS Computational Biology, June 2021, PLOS

    Michael Schmuker

  14. Feed-forward and noise-tolerant detection of feature homogeneity in spiking networks with a latency code

    Article • Biological Cybernetics, March 2021, Springer Science + Business Media

    Michael Schmuker

  15. Sparse coding with a somato-dendritic rule

    Article • Neural Networks, November 2020, Elsevier

    Michael Schmuker

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

    Article • Scientific Reports, January 2020, Springer Science + Business Media

    Michael Schmuker

  17. An unsupervised neuromorphic clustering algorithm

    Article • Biological Cybernetics, April 2019, Springer Science + Business Media

    Professor Thomas Nowotny, Michael Schmuker

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

    Article • December 2018, Cold Spring Harbor Laboratory Press

    Michael Schmuker

  19. Predicting voluntary movements from motor cortical activity with neuromorphic hardware

    Article • IBM Journal of Research and Development, March 2017, IBM

    Michael Schmuker

  20. Exploiting plume structure to decode gas source distance using metal-oxide gas sensors

    Article • Sensors and Actuators B Chemical, November 2016, Elsevier

    Michael Schmuker

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

    Article • Bioinspiration & Biomimetics, February 2016, Institute of Physics Publishing

    Professor Thomas Nowotny, Michael Schmuker

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

    Article • Frontiers in Neuroscience, January 2016, Frontiers

    Michael Schmuker, Professor Thomas Nowotny

  23. Neuromorphic hardware in action: comparing the implemention of a spiking multivariate classifer model on three neuromorphic platforms

    Article • Frontiers in Neuroinformatics, January 2016, Frontiers

    Michael Schmuker

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

    Article • Scientific Reports, December 2015, Nature

    Michael Schmuker, Gary Lewin

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

    Article • NeuroImage, February 2015, Elsevier

    Michael Schmuker

  26. Neuronal Parameter Space Visualization

    Article • January 2015, Springer Science + Business Media

    Michael Schmuker

  27. Neuromorphic Sensors, Olfaction

    Article • January 2015, Springer Science + Business Media

    Michael Schmuker

  28. Decoding odor quality and intensity in the Drosophila brain

    Article • eLife, December 2014, eLife

    Bill Hansson, Michael Schmuker

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

    Article • NeuroImage, September 2014, Elsevier

    Michael Schmuker

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

    Article • BMC Neuroscience, July 2014, Springer Science + Business Media

    Michael Schmuker, Professor Thomas Nowotny

  31. Topographic embedding of MOR18-2 in the mouse olfactory bulb

    Article • Flavour, April 2014, Springer Science + Business Media

    Michael Schmuker

  32. A neuromorphic network for generic multivariate data classification

    Article • Proceedings of the National Academy of Sciences, January 2014, Proceedings of the National Academy of Sciences

    Michael Schmuker

  33. Neuronal Parameter Space Visualization

    Article • January 2014, Springer Science + Business Media

    Michael Schmuker

  34. Neuromorphic Sensors, Olfaction

    Article • January 2014, Springer Science + Business Media

    Michael Schmuker

  35. 1st International Workshop on Odor Spaces

    Article • Flavour, January 2014, Springer Science + Business Media

    Michael Schmuker

  36. Benchmarking physicochemical vs. vibrational descriptors in predicting odor receptor responses

    Article • Flavour, January 2014, Springer Science + Business Media

    Michael Schmuker

  37. Improving odor classification through self-organized lateral inhibition in a spiking olfaction-inspired network

    Article • November 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Michael Schmuker

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

    Article • Molecular Informatics, October 2013, Wiley

    Michael Schmuker

  39. Six Networks on a Universal Neuromorphic Computing Substrate

    Article • Frontiers in Neuroscience, January 2013, Frontiers

    Michael Schmuker

  40. Temporal features of pain evoked spike trains

    Article • Frontiers in Computational Neuroscience, January 2012, Frontiers

    Michael Schmuker

  41. Ten thousand times faster: Classifying multidimensional data on a spiking neuromorphic hardware system.

    Article • Nature Precedings, October 2011, Springer Science + Business Media

    Michael Schmuker

  42. Ten thousand times faster: Classifying multidimensional data on a spiking neuromorphic hardware system.

    Article • Nature Precedings, October 2011, Springer Science + Business Media

    Michael Schmuker

  43. Self-organization of virtual odorant receptors inspired by insect olfaction

    Article • BMC Neuroscience, July 2011, Springer Science + Business Media

    Michael Schmuker

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

    Article • BMC Neuroscience, July 2011, Springer Science + Business Media

    Michael Schmuker

  45. The Similarity between Odors and Their Binary Mixtures in Drosophila

    Article • Chemical Senses, April 2011, Oxford University Press (OUP)

    Michael Schmuker

  46. A spiking neuron classifier network with a deep architecture inspired by the olfactory system of the honeybee

    Article • April 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Michael Schmuker

  47. A Behavioral Odor Similarity "Space" in Larval Drosophila

    Article • Chemical Senses, January 2011, Oxford University Press (OUP)

    Michael Schmuker

  48. Extraction of functional domains in optical imaging data using regularized nonnegative matrix factorization

    Article • Frontiers in Computational Neuroscience, January 2011, Frontiers

    Michael Schmuker

  49. Parallel Representation of Stimulus Identity and Intensity in a Dual Pathway Model Inspired by the Olfactory System of the Honeybee

    Article • Frontiers in Neuroengineering, January 2011, Frontiers

    Michael Schmuker

  50. From chemical to receptive space

    Article • Frontiers in Computational Neuroscience, January 2010, Frontiers

    Michael Schmuker

  51. A neuromorphic model of dual pathway odour classification

    Article • Frontiers in Computational Neuroscience, January 2010, Frontiers

    Michael Schmuker

  52. Differential odor processing in two olfactory pathways in the honeybee

    Article • Frontiers in Systems Neuroscience, January 2009, Frontiers

    Michael Schmuker

  53. Processing and classification of chemical data inspired by insect olfaction

    Article • Proceedings of the National Academy of Sciences, December 2007, Proceedings of the National Academy of Sciences

    Michael Schmuker

  54. Suche nach Wirkstoff-Grundgerüsten mit 3D-Pharmakophorhypothesen und Ensembles neuronaler Netze

    Article • Angewandte Chemie, July 2007, Wiley

    Michael Schmuker

  55. Searching for Drug Scaffolds with 3D Pharmacophores and Neural Network Ensembles

    Article • Angewandte Chemie, July 2007, Wiley

    Michael Schmuker

  56. Predicting olfactory receptor neuron responses from odorant structure

    Article • Chemistry Central Journal, May 2007, Springer Science + Business Media

    Michael Schmuker

  57. SOMMER: self-organising maps for education and research

    Article • Journal of Molecular Modeling, September 2006, Springer Science + Business Media

    Michael Schmuker

  58. Article • BMC Bioinformatics, January 2006, Springer Science + Business Media

    Michael Schmuker

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

    Article • Molecular Diversity, January 2004, Springer Science + Business Media

    Michael Schmuker

  60. Deciphering apicoplast targeting signals – feature extraction from nuclear-encoded precursors of Plasmodium falciparum apicoplast proteins

    Article • Gene, December 2001, Elsevier

    Michael Schmuker

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

    Article • Frontiers in Neuroinformatics, January 1970, Frontiers

    Michael Schmuker

  62. Brain-like Processing and Classification of Chemical Data

    Article • IGI Global

    Michael Schmuker

  63. Brain-Like Processing and Classification of Chemical Data

    Article • IGI Global

    Michael Schmuker

  64. Brain-like Processing and Classification of Chemical Data

    Article • IGI Global

    Michael Schmuker