Olfactory sensor processing in neural networks: Lessons from modeling the fruit fly antennal lobe

Frontiers in Neuroengineering

Volumn , Issue FEBRUARY, 2012, Pages

  Henning Proske, J ^a   Wittmann, Marco ^a   Giovanni Galizia, C ^a  

^a UNIVERSITY OF KONSTANZ   (Germany)

Author keywords

Antennal lobe; Inhibition; Model; Odor separation; Olfaction

Indexed keywords

ANTENNAL LOBE; ARTICLE; CONTROLLED STUDY; DROSOPHILA MELANOGASTER; ENTROPY; NERVE CELL INHIBITION; NERVE CELL NETWORK; NEUROPIL; NONHUMAN; ODOR; OLFACTORY DISCRIMINATION; OLFACTORY RECEPTOR; SIMULATION;

DROSOPHILA MELANOGASTER; HEXAPODA;

EID: 84856887446     PISSN: 16626443     EISSN: None     Source Type: Journal    
DOI: 10.3389/fneng.2012.00002     Document Type: Article

References (36)

1. Asahina, K., Louis, M., Piccinotti, S., and Vosshall, L. B. (2009). A circuit supporting concentration-invariant odor perception in Drosophila. J. Biol. 8, 9.
2. Bargmann, C. I. (2006). Comparative chemosensation from receptors to ecology. Nature 444, 295-301.
3. Bazhenov, M., Stopfer, M., Rabinovich, M., Huerta, R., Abarbanel, H. D. I., Sejnowski, T. J., and Laurent, G. (2001). Model of transient oscillatory synchronization in the locust antennal lobe. Neuron 30, 553-567.
4. Beyeler, M., Stefanini, F., Proske, H., Gal-izia, C. G., and Chicca, E. (2010). "Exploring olfactory sensory networks: simulations and hardware emulation," in Biomedical Circuits and Systems Conference BIOCAS, 2010 IEEE, Paphos, 270-273.
5. Fiala, A., Spall, T., Diegelmann, S., Eisermann, B., Sachse, S., Devaud, J.-M., Buchner, E., and Gal-izia, C. G. (2002). Genetically expressed cameleon in Drosophila melanogaster is used to visualize olfactory information in projection neurons. Curr. Biol. 12, 1877-1884.
6. Friedrich, R.W., and Laurent, G. (2001). Dynamic optimization of odor representations by slow temporal patterning of mitral cell activity. Science 291, 889-894.
7. Galán, R. F., Sachse, S., Galizia, C. G., and Herz, A. V. M. (2004). Odor-driven attractor dynamics in the antennal lobe allow for simple and rapid olfactory pattern classification. Neural Comput. 16, 999-1012.
8. Galizia, C. G., Münch, D., Strauch, M., Nissler, A., and Ma, S. (2010). Integrating heterogeneous odor response data into a common response model: A door to the complete olfactome. Chem. Senses 35, 551-563.
9. Gao, Q., Yuan, B., and Chess, A. (2000). Convergent projection of Drosophila olfactory neurons to specific glomeruli in the antennal lobe. Nat. Neurosci. 3, 780-785.
10. Hallem, E. A., and Carlson, J. R. (2006). Coding of odors by a receptor repertoire. Cell 125, 143-160.
11. Hodgkin, A. L., and Huxley, A. F. (1952). A quantitative description of membrane current and its application to conduction and excitation in nerve. J. Physiol. 117, 500-544.
12. Kazama, H., and Wilson, R. I. (2008). Homeostatic matching and nonlinear amplification at identified central synapses. Neuron 58, 401-413.
13. Laissue, P. P., Reiter, C., Hiesinger, P. R., Halter, S., Fischbach, K.-F., and Stocker, R. F. (1999). Three-dimensional reconstruction of the antennal lobe in Drosophila melanogaster. J. Comp. Neurol. 405, 543-552.
14. Linster, C., Sachse, S., and Galizia, C. G. (2005). Computational modeling suggests that response properties rather than spatial position determine connectivity between olfactory glomeruli. J. Neurophysiol. 93, 3410-3417.
15. Luo, S. X., Axel, R., and Abbott, L. F. (2010). Generating sparse and selective third-order responses in the olfactory system of the fly. Proc. Natl. Acad. Sci. U.S.A. 107, 10713-10718.
16. Olsen, S. R., Bhandawat, V., and Wilson, R. I. (2007). Excitatory interactions between olfactory processing channels in the Drosophila antennal lobe. Neuron 54, 89-103.
17. Olsen, S. R., Bhandawat, V., and Wilson, R. I. (2010). Divisive normalization in olfactory population codes. Neuron 66, 287-299.
18. Olsen, S. R., and Wilson, R. I. (2008). Lateral presynaptic inhibition mediates gain control in an olfactory circuit. Nature 452, 956-960.
19. Papadopoulou, M., Cassenaer, S., Nowotny, T., and Laurent, G. (2011). Normalization for sparse encoding of odors by a wide-field interneuron. Science 332, 721-725.
20. Sachse, S., and Galizia, C. G. (2002). Role of inhibition for temporal and spatial odor representation in olfactory output neurons: a calcium imaging study. J. Neurophysiol. 87, 1106-1117.
21. Sachse, S., and Galizia, C. G. (2003). The coding of odour-intensity in the honeybee antennal lobe: local computation optimizes odour representation. Eur. J. Neurosci. 18, 2119-2132.
22. Satoh, R., Oizumi, M., Kazama, H., and Okada, M. (2010). Mechanisms of maximum information preservation in the Drosophila antennal lobe. PLoS ONE 5, e10644. doi:10.1371/journal.pone. 0010644
23. Schmuker, M., Yamagata, N., Nawrot, M. P., and Menzel, R. (2011). Parallel representation of stimulus identity and intensity in a dual pathway model inspired by the olfactory system of the honeybee. Front. Neuroeng. 4:17. doi: 10.3389/fneng.2011.00017
24. Schmuker, M., and Schneider, G. (2007). Processing and classification of chemical data inspired by insect olfaction. Proc. Natl. Acad. Sci. U.S.A. 104, 20285-20289.
25. Shang, Y., Claridge-Chang, A., Sjulson, L., Pypaert, M., and Miesen-böck, G. (2007). Excitatory local circuits and their implications for olfactory processing in the fly antennal lobe. Cell 128, 601-612.
26. Shannon, C. E. (1948). A mathematical theory of communication. Bell Syst. Tech. J. 27, 379-423.
27. Silbering, A. F., and Galizia, C. G. (2007). Processing of odor mixtures in the Drosophila antennal lobe reveals both global inhibition and glomerulus-specific interactions. J. Neurosci. 27, 11966-11977.
28. Silbering, A. F., Okada, R., Ito, K., and Galizia, C. G. (2008). Olfactory information processing in the Drosophila antennal lobe: anything goes? J. Neurosci. 28, 13075-13087.
29. Stocker, R. F. (1994). The organization of the chemosensory system in Drosophila melanogaster: a review. Cell Tissue Res. 275, 3-26.
30. Stocker, R. F., Lienhard, M. C., Borst, A., and Fischbach, K. F. (1990). Neu-ronal architecture of the antennal lobe in Drosophila melanogaster. Cell Tissue Res. 262, 9-34.
31. Stopfer, M., Jayaraman, V., and Laurent, G. (2003). Intensity versus identity coding in an olfactory system. Neuron 39, 991-1004.
32. Vosshall, L. B., Amrein, H., Moro-zov, P. S., Rzhetsky, A., and Axel, R. (1999). A spatial map of olfactory receptor expression in the Drosophila antenna. Cell 96, 725-736.
33. Wang, J. W., Wong, A. M., Flores, J., Vosshall, L. B., and Axel, R. (2003). Two-photon calcium imaging reveals an odor-evoked map of activity in the fly brain. Cell 112, 271-282.
34. Wehr, M., and Laurent, G. (1996). Odour encoding by temporal sequences of firing in oscillating neural assemblies. Nature 384, 162-166.
35. Wilson, R. I., and Laurent, G. (2005). Role of gabaergic inhibition in shaping odor-evoked spatiotempo-ral patterns in the Drosophila antennal lobe. J. Neurosci. 25, 9069-9079.
36. Wilson, R. I., Turner, G. C., and Laurent, G. (2004). Transformation of olfactory representations in the Drosophila antennal lobe. Science 303, 366-370.