Exploring Olfactory Sensory Networks: Simulations and Hardware Emulation
Beyeler M, Stefanini F, Proske H, Galizia G, Chicca E (2010)
Presented at the Biomedical Circuits and Systems Conference (BIOCAS), Paphos.
Konferenzbeitrag
| Veröffentlicht | Englisch
Autor*in
Beyeler, M.;
Stefanini, F.;
Proske, H.;
Galizia, G.;
Chicca, ElisabettaUniBi
Einrichtung
Abstract / Bemerkung
Olfactory stimuli are represented in a high-
dimensional space by neural networks of the olfactory system.
A great deal of research in olfaction has focused on this
representation within the first processing stage, the olfactory bulb
(vertebrates) or antennal lobe (insects) glomeruli. In particular
the mapping of chemical stimuli onto olfactory glomeruli and
the relation of this mapping to perceptual qualities have been
investigated. While a number of studies have illustrated the
importance of inhibitory networks within the olfactory bulb or
the antennal lobe for the shaping and processing of olfactory
information, it is not clear how exactly these inhibitory networks
are organized to provide filtering and contrast enhancement
capabilities. In this work the aim is to study the topology
of the proposed networks by using software simulations and
hardware implementation. While we can study the dependence
of the activity on each parameter of the theoretical models
with the simulations, it is important to understand whether the
models can be used in robotic applications for real-time odor
recognition. We present the results of a linear simulation, a
spiking simulation with I&F neurons and a real-time hardware
emulation using neuromorphic VLSI chips. We used an input
data set of neurophysiological recordings from olfactory receptive
neurons of insects, especially Drosophila.
Erscheinungsjahr
2010
Seite(n)
270-273
Konferenz
Biomedical Circuits and Systems Conference (BIOCAS)
Konferenzort
Paphos
Konferenzdatum
2010-11-3 – 2010-11-05
ISBN
978-1-4244-7269-7
Page URI
https://pub.uni-bielefeld.de/record/2427661
Zitieren
Beyeler M, Stefanini F, Proske H, Galizia G, Chicca E. Exploring Olfactory Sensory Networks: Simulations and Hardware Emulation. Presented at the Biomedical Circuits and Systems Conference (BIOCAS), Paphos.
Beyeler, M., Stefanini, F., Proske, H., Galizia, G., & Chicca, E. (2010). Exploring Olfactory Sensory Networks: Simulations and Hardware Emulation. Presented at the Biomedical Circuits and Systems Conference (BIOCAS), Paphos. https://doi.org/10.1109/BIOCAS.2010.5709623
Beyeler, M., Stefanini, F., Proske, H., Galizia, G., and Chicca, Elisabetta. 2010. “Exploring Olfactory Sensory Networks: Simulations and Hardware Emulation”. Presented at the Biomedical Circuits and Systems Conference (BIOCAS), Paphos , 270-273.
Beyeler, M., Stefanini, F., Proske, H., Galizia, G., and Chicca, E. (2010).“Exploring Olfactory Sensory Networks: Simulations and Hardware Emulation”. Presented at the Biomedical Circuits and Systems Conference (BIOCAS), Paphos.
Beyeler, M., et al., 2010. Exploring Olfactory Sensory Networks: Simulations and Hardware Emulation. Presented at the Biomedical Circuits and Systems Conference (BIOCAS), Paphos.
M. Beyeler, et al., “Exploring Olfactory Sensory Networks: Simulations and Hardware Emulation”, Presented at the Biomedical Circuits and Systems Conference (BIOCAS), Paphos, 2010.
Beyeler, M., Stefanini, F., Proske, H., Galizia, G., Chicca, E.: Exploring Olfactory Sensory Networks: Simulations and Hardware Emulation. Presented at the Biomedical Circuits and Systems Conference (BIOCAS), Paphos (2010).
Beyeler, M., Stefanini, F., Proske, H., Galizia, G., and Chicca, Elisabetta. “Exploring Olfactory Sensory Networks: Simulations and Hardware Emulation”. Presented at the Biomedical Circuits and Systems Conference (BIOCAS), Paphos, 2010.
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