University of Hertfordshire

Dr Michael Schmuker

Reader

Michael Schmuker

Dr Michael Schmuker

Reader

Postal address:
University of Hertfordshire, Hatfield, Hertfordshire
United Kingdom

Publications

  1. 2019
  2. An unsupervised neuromorphic clustering algorithm

    Diamond, A., Schmuker, M. & Nowotny, T., 3 Apr 2019, In : Biological Cybernetics. p. 1-15 15 p.

    Research output: Contribution to journalArticle

  3. Low-Power Neuromorphic Hardware for Signal Processing Applications

    Rajendran, B., Sebastian, A., Schmuker, M., Srinivasa, N. & Eleftheriou, E., 11 Jan 2019, In : ArXiv.

    Research output: Contribution to journalArticle

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

    Soelter, J., Schumacher, J., Spors, H. & Schmuker, M., 3 Jan 2019, (Submitted) In : Scientific Reports.

    Research output: Contribution to journalArticle

  5. 2018
  6. Entry in progress

    Sparse Coding with a Somato-Dendritic Rule

    Drix, D., Hafner, V. V. & Schmuker, M., 6 Nov 2018, (Submitted) In : PLoS Computational Biology.

    Research output: Contribution to journalArticle

  7. The combined effect of homeostatic structural and inhibitory synaptic plasticity during the repair of balanced networks following deafferentation

    Sinha, A., Metzner, C., Adams, R., Davey, N., Schmuker, M. & Steuber, V., 29 Oct 2018, In : BMC Neuroscience. 19, suppl 2, p. 129-130 2 p., P264.

    Research output: Contribution to journalMeeting abstract

  8. How the visual system can detect feature homogeneity from spike latencies

    Rüdiger, K., Schmuker, M., Aertsen, A., Wachtler, T., Körner, U. & Gewaltig, M-O., 11 Jun 2018, In : ArXiv.

    Research output: Contribution to journalArticle

  9. 2017
  10. Predicting voluntary movements from motor cortical activity with neuromorphic hardware

    Lungu, I-A., Riehle, A., Nawrot, M. & Schmuker, M., 23 May 2017, In : IBM Journal of Research and Development. 61, 2, p. 5:1-5:12 12 p., 5.

    Research output: Contribution to journalArticle

  11. The dependence of arithmetic operations on input location in cerebellar nucleus and cortical pyramidal neurons

    Psarrou, M., Schilstra, M., Davey, N., Torben-Nielsen, B., Schmuker, M. & Steuber, V., 2017, In : BMC Neuroscience. 18, 1, p. P257

    Research output: Contribution to journalMeeting abstract

  12. 2016
  13. Exploiting plume structure to decode gas source distance using metal-oxide gas sensors

    Schmuker, M., Bahr, V. & Huerta, R., 1 Nov 2016, In : Sensors and Actuators B: Chemical. 235, p. 636-646 11 p.

    Research output: Contribution to journalArticle

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

    Diamond, A., Schmuker, M., Berna, A. Z., Trowell, S. & Nowotny, T., 18 Feb 2016, In : Bioinspiration & Biomimetics. 11, 2, p. 026002

    Research output: Contribution to journalArticle

  15. 2015
  16. A Probabilistic Model for Estimating the Depth and Threshold Temperature of C-fiber Nociceptors

    Dezhdar, T., Moshourab, R. A., Fründ, I., Lewin, G. R. & Schmuker, M., 7 Dec 2015, In : Scientific Reports. 5, 17670.

    Research output: Contribution to journalArticle

  17. 2014
  18. Decoding odor quality and intensity in the Drosophila brain

    Strutz, A., Soelter, J., Baschwitz, A., Farhan, A., Grabe, V., Rybak, J., Knaden, M., Schmuker, M., Hansson, B. S. & Sachse, S., 16 Dec 2014, In : Elife. 3

    Research output: Contribution to journalArticle

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

    Soelter, J., Schumacher, J., Spors, H. & Schmuker, M., 1 Sep 2014, In : Neuroimage. 98, p. 279-288 10 p.

    Research output: Contribution to journalArticle

  20. A neuromorphic network for generic multivariate data classification

    Schmuker, M., Pfeil, T. & Nawrot, M. P., 11 Feb 2014, In : Proceedings of the National Academy of Sciences of the United States of America. 111, 6, p. 2081-2086 6 p.

    Research output: Contribution to journalArticle

  21. 2013
  22. Improving odor classification through self-organized lateral inhibition in a spiking olfaction-inspired network

    Kasap, B., Kasap, B., Schmuker, M. & Schmuker, M., 1 Dec 2013, In : International IEEE/EMBS Conference on Neural Engineering, NER. 16, p. 219-222 4 p.

    Research output: Contribution to journalArticle

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

    Gabler, S., Soelter, J., Hussain, T., Sachse, S. & Schmuker, M., 2 Oct 2013, In : Molecular informatics. 32, 9-10, p. 855-865 11 p.

    Research output: Contribution to journalArticle

  24. Six networks on a universal neuromorphic computing substrate

    Pfeil, T., Grübl, A., Jeltsch, S., Müller, E., Müller, P., Petrovici, M. A., Schmuker, M., Brüderle, D., Schemmel, J. & Meier, K., 18 Feb 2013, In : Frontiers in Neuroscience. 7, 17 p., 11.

    Research output: Contribution to journalArticle

  25. 2011
  26. Parallel representation of stimulus identity and intensity in a dual pathway model inspired by the olfactory system of the honeybee

    Schmuker, M., Yamagata, N., Nawrot, M. P. & Menzel, R., 28 Dec 2011, In : Frontiers in Neuroengineering. 4, p. 17

    Research output: Contribution to journalArticle

  27. The similarity between odors and their binary mixtures in Drosophila

    Eschbach, C., Vogt, K., Schmuker, M. & Gerber, B., 12 Apr 2011, In : Chemical Senses. 36, 7, p. 613-21 9 p.

    Research output: Contribution to journalArticle

  28. A behavioral odor similarity "space" in larval Drosophila

    Chen, Y., Mishra, D., Schmitt, L., Schmuker, M. & Gerber, B., 11 Jan 2011, In : Chemical Senses. 36, 3, p. 237-49 13 p.

    Research output: Contribution to journalArticle

  29. 2009
  30. Differential odor processing in two olfactory pathways in the honeybee

    Yamagata, N., Schmuker, M., Szyszka, P., Mizunami, M. & Menzel, R., 4 Dec 2009, In : Frontiers in Systems Neuroscience. 3, p. 16

    Research output: Contribution to journalArticle

  31. 2007
  32. Processing and classification of chemical data inspired by insect olfaction

    Schmuker, M. & Schneider, G., 18 Dec 2007, In : Proceedings of the National Academy of Sciences of the United States of America. 104, 51, p. 20285-9 5 p.

    Research output: Contribution to journalArticle

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

    Renner, S., Hechenberger, M., Noeske, T., Böcker, A., Jatzke, C., Schmuker, M., Parsons, C. G., Weil, T. & Schneider, G., 2 Jul 2007, In : Angewandte Chemie (International ed. in English). 46, 28, p. 5336-9 4 p.

    Research output: Contribution to journalArticle

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