Search Results - "SCHMUKER, Michael"

Optimized Particle Swarm Optimization (OPSO) and its application to artificial neural network training by Meissner, Michael, Schmuker, Michael, Schneider, Gisbert

“…Particle Swarm Optimization (PSO) is an established method for parameter optimization. It represents a population-based adaptive optimization technique that is…”
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neuromorphic network for generic multivariate data classification by Schmuker, Michael, Pfeil, Thomas, Nawrot, Martin Paul

“…Computational neuroscience has uncovered a number of computational principles used by nervous systems. At the same time, neuromorphic hardware has matured to a…”
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Event-Based Sensing and Signal Processing in the Visual, Auditory, and Olfactory Domain: A Review by Tayarani-Najaran, Mohammad-Hassan, Schmuker, Michael

“…The nervous systems converts the physical quantities sensed by its primary receptors into trains of events that are then processed in the brain. The unmatched…”
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Computational exploration of molecular receptive fields in the olfactory bulb reveals a glomerulus-centric chemical map by Soelter, Jan, Schumacher, Jan, Spors, Hartwig, Schmuker, Michael

“…Progress in olfactory research is currently hampered by incomplete knowledge about chemical receptive ranges of primary receptors. Moreover, the chemical logic…”
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Growth rules for the repair of Asynchronous Irregular neuronal networks after peripheral lesions by Sinha, Ankur, Metzner, Christoph, Davey, Neil, Adams, Roderick, Schmuker, Michael, Steuber, Volker

“…Several homeostatic mechanisms enable the brain to maintain desired levels of neuronal activity. One of these, homeostatic structural plasticity, has been…”
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Processing and classification of chemical data inspired by insect olfaction by Schmuker, Michael, Schneider, Gisbert

“…The chemical sense of insects has evolved to encode and classify odorants. Thus, the neural circuits in their olfactory system are likely to implement an…”
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Mapping odorant sensitivities reveals a sparse but structured representation of olfactory chemical space by sensory input to the mouse olfactory bulb by Burton, Shawn D, Brown, Audrey, Eiting, Thomas P, Youngstrom, Isaac A, Rust, Thomas C, Schmuker, Michael, Wachowiak, Matt

“…In olfactory systems, convergence of sensory neurons onto glomeruli generates a map of odorant receptor identity. How glomerular maps relate to sensory space…”
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Decoding odor quality and intensity in the Drosophila brain by Strutz, Antonia, Soelter, Jan, Baschwitz, Amelie, Farhan, Abu, Grabe, Veit, Rybak, Jürgen, Knaden, Markus, Schmuker, Michael, Hansson, Bill S, Sachse, Silke

“…To internally reflect the sensory environment, animals create neural maps encoding the external stimulus space. From that primary neural code relevant…”
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Six networks on a universal neuromorphic computing substrate by Pfeil, Thomas, Grübl, Andreas, Jeltsch, Sebastian, Müller, Eric, Müller, Paul, Petrovici, Mihai A, Schmuker, Michael, Brüderle, Daniel, Schemmel, Johannes, Meier, Karlheinz

“…In this study, we present a highly configurable neuromorphic computing substrate and use it for emulating several types of neural networks. At the heart of…”
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Differential odor processing in two olfactory pathways in the honeybee by Yamagata, Nobuhiro, Schmuker, Michael, Szyszka, Paul, Mizunami, Makoto, Menzel, Randolf

“…An important component in understanding central olfactory processing and coding in the insect brain relates to the characterization of the functional divisions…”
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Deciphering apicoplast targeting signals--feature extraction from nuclear-encoded precursors of Plasmodium falciparum apicoplast proteins by Zuegge, J, Ralph, S, Schmuker, M, McFadden, G I, Schneider, G

“…The malaria causing protozoan Plasmodium falciparum contains a vestigal, non-photosynthetic plastid, the apicoplast. Numerous proteins encoded by nuclear genes…”
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Parallel representation of stimulus identity and intensity in a dual pathway model inspired by the olfactory system of the honeybee by Schmuker, Michael, Yamagata, Nobuhiro, Nawrot, Martin Paul, Menzel, Randolf

“…The honeybee Apis mellifera has a remarkable ability to detect and locate food sources during foraging, and to associate odor cues with food rewards. In the…”
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Self-organization of virtual odorant receptors inspired by insect olfaction by Mamlouk, Amir Madany, Schmuker, Michael

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Resolving Fast Gas Transients with Metal Oxide Sensors by Drix, Damien, Schmuker, Michael

“…Electronic olfaction can help detect and localize harmful gases and pollutants, but the turbulence of the natural environment presents a particular challenge:…”
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An unsupervised neuromorphic clustering algorithm by Diamond, Alan, Schmuker, Michael, Nowotny, Thomas

“…Brains perform complex tasks using a fraction of the power that would be required to do the same on a conventional computer. New neuromorphic hardware systems…”
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Exploiting plume structure to decode gas source distance using metal-oxide gas sensors by Schmuker, Michael, Bahr, Viktor, Huerta, Ramón

“…•We decode the distance of a gas source from turbulence-induced fluctuations of gas concentration in a wind tunnel, using metal oxide sensors.•Metal oxide…”
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Drift in a popular metal oxide sensor dataset reveals limitations for gas classification benchmarks by Dennler, Nik, Rastogi, Shavika, Fonollosa, Jordi, van Schaik, André, Schmuker, Michael

“…Metal oxide (MOx) gas sensors are a popular choice for many applications, due to their tunable sensitivity, space efficiency and low cost. Publicly available…”
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Sparse coding with a somato-dendritic rule by Drix, Damien, Hafner, Verena V., Schmuker, Michael

“…Cortical neurons are silent most of the time: sparse activity enables low-energy computation in the brain, and promises to do the same in neuromorphic…”
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Comparing Neuromorphic Solutions in Action: Implementing a Bio-Inspired Solution to a Benchmark Classification Task on Three Parallel-Computing Platforms by Diamond, Alan, Nowotny, Thomas, Schmuker, Michael

“…Neuromorphic computing employs models of neuronal circuits to solve computing problems. Neuromorphic hardware systems are now becoming more widely available…”
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Self-organized lateral inhibition improves odor classification in an olfaction-inspired network by Kasap, Bahadir, Schmuker, Michael

“…Doc number: O12…”
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