| Optimized Particle Swarm Optimization (OPSO) and its application to artificial neural network training M Meissner, M Schmuker, G Schneider BMC bioinformatics 7 (1), 1-11, 2006 | 347 | 2006 |
| More than smell—COVID-19 is associated with severe impairment of smell, taste, and chemesthesis V Parma, K Ohla, MG Veldhuizen, MY Niv, CE Kelly, AJ Bakke, ... Chemical senses 45 (7), 609-622, 2020 | 309 | 2020 |
| Deciphering apicoplast targeting signals–feature extraction from nuclear-encoded precursors of Plasmodium falciparum apicoplast proteins J Zuegge, S Ralph, M Schmuker, GI McFadden, G Schneider Gene 280 (1-2), 19-26, 2001 | 240 | 2001 |
| Six networks on a universal neuromorphic computing substrate T Pfeil, A Grübl, S Jeltsch, E Müller, P Müller, MA Petrovici, M Schmuker, ... Frontiers in Neuroscience 7, 11, 2013 | 195 | 2013 |
| Decoding odor quality and intensity in the Drosophila brain A Strutz, J Soelter, A Baschwitz, A Farhan, V Grabe, J Rybak, M Knaden, ... Elife 3, e04147, 2014 | 124 | 2014 |
| A neuromorphic network for generic multivariate data classification M Schmuker, T Pfeil, MP Nawrot Proceedings of the National Academy of Sciences 111 (6), 2081-2086, 2014 | 100 | 2014 |
| Processing and classification of chemical data inspired by insect olfaction M Schmuker, G Schneider Proceedings of the National Academy of Sciences 104 (51), 20285-20289, 2007 | 98 | 2007 |
| Low-power neuromorphic hardware for signal processing applications: A review of architectural and system-level design approaches B Rajendran, A Sebastian, M Schmuker, N Srinivasa, E Eleftheriou IEEE Signal Processing Magazine 36 (6), 97-110, 2019 | 83 | 2019 |
| Differential odor processing in two olfactory pathways in the honeybee N Yamagata, M Schmuker, P Szyszka, M Mizunami, R Menzel Frontiers in systems neuroscience 3, 16, 2009 | 69 | 2009 |
| Comparing neuromorphic solutions in action: implementing a bio-inspired solution to a benchmark classification task on three parallel-computing platforms A Diamond, T Nowotny, M Schmuker Frontiers in neuroscience 9, 491, 2016 | 52 | 2016 |
| Predicting olfactory receptor neuron responses from odorant structure M Schmuker, M de Bruyne, M Hähnel, G Schneider Chemistry Central Journal 1 (1), 1-10, 2007 | 50 | 2007 |
| Exploiting plume structure to decode gas source distance using metal-oxide gas sensors M Schmuker, V Bahr, R Huerta Sensors and Actuators B: Chemical 235, 636-646, 2016 | 40 | 2016 |
| Parallel representation of stimulus identity and intensity in a dual pathway model inspired by the olfactory system of the honeybee M Schmuker, N Yamagata, M Nawrot, R Menzel Frontiers in Neuroengineering 4, 17, 2011 | 40 | 2011 |
| SOMMER: self-organising maps for education and research M Schmuker, F Schwarte, A Brück, E Proschak, Y Tanrikulu, A Givehchi, ... Journal of molecular modeling 13 (1), 225-228, 2007 | 32 | 2007 |
| Searching for drug scaffolds with 3D pharmacophores and neural network ensembles S Renner, M Hechenberger, T Noeske, A Böcker, C Jatzke, M Schmuker, ... Angewandte Chemie International Edition 46 (28), 5336-5339, 2007 | 28* | 2007 |
| Classifying continuous, real-time e-nose sensor data using a bio-inspired spiking network modelled on the insect olfactory system A Diamond, M Schmuker, AZ Berna, S Trowell, T Nowotny Bioinspiration & biomimetics 11 (2), 026002, 2016 | 27 | 2016 |
| A Behavioral Odor Similarity “Space” in Larval Drosophila Y Chen, D Mishra, L Schmitt, M Schmuker, B Gerber Chemical senses 36 (3), 237-249, 2011 | 25 | 2011 |
| A spiking neuron classifier network with a deep architecture inspired by the olfactory system of the honeybee C Hausler, MP Nawrot, M Schmuker 2011 5th International IEEE/EMBS Conference on Neural Engineering, 198-202, 2011 | 18 | 2011 |
| Impact of different software implementations on the performance of the Maxmin method for diverse subset selection M Schmuker, A Givehchi, G Schneider Molecular diversity 8 (4), 421-425, 2004 | 18 | 2004 |
| Exploration and localization of a gas source with MOX gas sensors on a mobile robot—A Gaussian regression bout amplitude approach M Vuka, E Schaffernicht, M Schmuker, VH Bennetts, F Amigoni, ... 2017 ISOCS/IEEE International Symposium on Olfaction and Electronic Nose …, 2017 | 17 | 2017 |
Martin Paul NawrotProfessor for Computational Systems Neuroscience, University of CologneVerified email at uni-koeln.de
