Michael SchmukerVisiting Research Fello (Informatics)
Selected publications
Article
Diamand, Alan, Schmuker, Michael and Nowotny, Thomas (2019) An unsupervised neuromorphic clustering algorithm. Biological Cybernetics. ISSN 0340-1200
Schmuker, Michael, Bahr, Viktor and Huerta, Ramón (2016) Exploiting plume structure to decode gas source distance using metal-oxide gas sensors. Sensors and Actuators B: Chemical, 235. pp. 636-646. ISSN 0925-4005
Diamond, A, Schmuker, M, Berna, A Z, Trowell, S and Nowotny, Thomas (2016) Classifying continuous, real-time e-nose sensor data using a bio-inspired spiking network modelled on the insect olfactory system. Bioinspiration and Biomimetics, 11 (2). ISSN 1748-3190
Diamond, Alan, Nowotny, Thomas and Schmuker, Michael (2016) Comparing neuromorphic solutions in action: implementing a bio-inspired solution to a benchmark classification task on three parallel-computing platforms. Frontiers in Neuroscience, 9 (a491). pp. 1-14. ISSN 1662-4548
Dezhdar, Tara, Moshourab, Rabih A, Fründ, Ingo, Lewin, Gary R and Schmuker, Michael (2015) A probabilistic model for estimating the depth and threshold temperature of C-fiber nociceptors. Scientific Reports, 5. ISSN 2045-2322
Strutz, Antonia, Soelter, Jan, Baschwitz, Amelie, Farhan, Abu, Grabe, Veit, Rybak, Jürgen, Knaden, Markus, Schmuker, Michael, Hansson, Bill S and Sachse, Silke (2014) Decoding odor quality and intensity in the Drosophila brain. eLife, 3. e04147 1-21. ISSN 2050-084x
Soelter, Jan, Schumacher, Jan, Spors, Hartwig and Schmuker, Michael (2014) Automatic segmentation of odor maps in the mouse olfactory bulb using regularized non-negative matrix factorization. NeuroImage, 98. pp. 279-288. ISSN 1053-8119
Schmuker, Michael, Pfeil, Thomas and Nawrot, Martin Paul (2014) A neuromorphic network for generic multivariate data classification. Proceedings of the National Academy of Sciences of the United States of America, 111 (6). pp. 2081-2086. ISSN 0027-8424
Gabler, Stephan, Soelter, Jan, Hussain, Taufia, Sachse, Silke and Schmuker, Michael (2013) Physicochemical vs. vibrational descriptors for prediction of odor receptor responses. Molecular Informatics, 32 (9-10). pp. 855-865. ISSN 1868-1743
Pfeil, Thomas, Grübl, Andreas, Jeltsch, Sebastian, Müller, Eric, Müller, Paul, Petrovici, Mihai A, Schmuker, Michael, Brüderle, Daniel, Schemmel, Johannes and Meier, Karlheinz (2013) Six networks on a universal neuromorphic computing substrate. Frontiers in Neuroscience, 7. p. 11. ISSN 1662-4548
Eschbach, Claire, Vogt, Katrin, Schmuker, Michael and Gerber, Bertram (2011) The similarity between odors and their binary mixtures in Drosophila. Chemical Senses, 36 (7). pp. 613-621. ISSN 0379-864X
Chen, Yi-chun, Mishra, Dushyant, Schmitt, Linda, Schmuker, Michael and Gerber, Bertram (2011) A behavioral odor similarity 'space' in larval Drosophila. Chemical Senses, 36 (3). pp. 237-249. ISSN 0379-864X
Schmuker, Michael, Yamagata, Nobuhiro, Nawrot, Martin Paul and Menzel, Randolf (2011) Parallel representation of stimulus identity and intensity in a dual pathway model inspired by the olfactory system of the honeybee. Frontiers in neuroengineering, 4. p. 17. ISSN 1662-6443
Yamagata, Nobuhiro, Schmuker, Michael, Szyszka, Paul, Mizunami, Makoto and Menzel, Randolf (2009) Differential odor processing in two olfactory pathways in the honeybee. Frontiers in Systems Neuroscience, 3. p. 16. ISSN 1662-5137
Schmuker, Michael and Schneider, Gisbert (2007) Processing and classification of chemical data inspired by insect olfaction. Proceedings of the National Academy of Sciences of the United States of America, 104 (51). pp. 20285-9. ISSN 0027-8424
Schmuker, Michael, de Bruyne, Marien, Hähnel, Melanie and Schneider, Gisbert (2007) Predicting olfactory receptor neuron responses from odorant structure. Chemistry Central Journal, 1 (11). ISSN 1752-153X
Schmuker, Michael, Schwarte, Florian, Brück, André, Proschak, Ewgenij, Tanrikulu, Yusuf, Givehchi, Alireza, Scheiffele, Kai and Schneider, Gisbert (2007) SOMMER: self-organising maps for education and research. Journal of Molecular Modeling, 13 (1). pp. 225-228. ISSN 1610-2940
Renner, Steffen, Hechenberger, Mirko, Noeske, Tobias, Böcker, Alexander, Jatzke, Claudia, Schmuker, Michael, Parsons, Christopher G, Weil, Tanja and Schneider, Gisbert (2007) Searching for drug scaffolds with 3D pharmacophores and neural network ensembles. Angewandte Chemie International Edition, 46 (28). pp. 5336-5339. ISSN 1433-7851
Meissner, Michael, Schmuker, Michael and Schneider, Gisbert (2006) Optimized Particle Swarm Optimization (OPSO) and its application to artificial neural network training. BMC Bioinformatics, 7. p. 125. ISSN 1471-2105
Schmuker, Michael, Givehchi, Alireza and Schneider, Gisbert (2004) Impact of different software implementations on the performance of the Maxmin method for diverse subset selection. Molecular Diversity, 8 (4). pp. 421-425. ISSN 1381-1991
Zuegge, Jochen, Ralph, Stuart, Schmuker, Michael, McFadden, Geoffrey I and Schneider, Gisbert (2001) Deciphering apicoplast targeting signals--feature extraction from nuclear-encoded precursors of Plasmodium falciparum apicoplast proteins. Gene, 280 (1-2). pp. 19-26. ISSN 0378-1119