Chemosensory processing in a spiking model of the olfactory bulb: Chemotopic convergence and center surround inhibition

Advances in Neural Information Processing Systems

Volumn , Issue , 2005, Pages

  Raman, Baranidharan ^a   Gutierrez Osuna, Ricardo ^a  

^a TEXAS A AND M UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ODORS; SPEECH RECOGNITION;

LATERAL CONNECTIONS; LATERAL INHIBITION; NEUROMORPHIC MODELING; OLFACTORY IMAGES; OLFACTORY RECEPTOR NEURONS; RECURRENT NETWORKS; SELF-ORGANIZING MODEL; SPATIOTEMPORAL PATTERNS;

IMAGE CODING;

EID: 84898950566     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. Gutierrez-Osuna, R. (2002) Pattern Analysis for Machine Olfaction: A Review. IEEE Sensors Journal 2(3): 189-202.
2. Pearce, T. C. (1999) Computational parallels between the biological olfactory pathway and its analogue 'The Electronic Nose': Part I. Biologiacal olfaction. BioSystems 41: 43-67.
3. Laurent, G. (1999) A Systems Perspective on Early Olfactory Coding. Science 286(22): 723-728.
4. Galán, R. F., Sachse, S., Galizia, C.G., & Herz, A.V. (2003) Odor-driven attractor dynamics in the antennal lobe allow for simple and rapid olfactory pattern classification. Neural Computation 16(5): 999-1012.
5. Stopfer, M., Jayaraman, V., & Laurent, G. (2003) Intensity versus Identity Coding in an Olfactory System. Neuron 39: 991-1004.
6. Pearce, T.C., Verschure, P.F.M.J., White, J., & Kauer, J. S. (2001) Robust Stimulus Encoding in Olfactory Processing: Hyperacuity and Efficient Signal Transmission. In S. Wermter, J. Austin and D. Willshaw (Eds.), Emergent Neural Computation Architectures Based on Neuroscience. pp. 461-479. Springer-Verlag.
7. Lee, A. P., & Reedy, B. J. (1999) Temperature modulation in semiconductor gas sensing. Sensors and Actuators B 60: 35-42.
8. Vassar, R., Chao, S.K., Sitcheran, R., Nunez, J. M., Vosshall, L.B., & Axel, A. (1994) Topographic Organization of Sensory Projections to the Olfactory Bulb. Cell 79(6): 981- 991.
9. Gutierrez-Osuna, R. (2002) A Self-organizing Model of Chemotopic Convergence for Olfactory Coding. In Proceedings of the 2nd EMBS-BMES Conference, pp. 23-26. Texas.
10. Mori, K., Nagao, H., & Yoshihara, Y. (1999) The Olfactory Bulb: Coding and Processing of Odor molecule information. Science 286: 711-715.
11. Kohonen, T. (1982) Self-organized formation of topologically correct feature maps. Biological Cybernetics 43: 59-69.
12. DeSieno, D. (1988) Adding conscience to competitive learning. In Proceedings of International Conference on Neural Networks (ICNN), pp. 117-124. Piscataway, NJ.
13. Laaksonen, J., Koskela, M., & Oja, E. (2003) Probability interpretation of distributions on SOM surfaces. In Proceedings of Workshop on Self-Organizing Maps. Hibikino, Japan.
14. Aungst et al. (2003) Center-surround inhibition among olfactory bulb glomeruli. Nature 26: 623- 629.
15. Gerstner, W., & Kistler, W. (2002) Spiking Neuron Models: Single Neurons, Populations, Plasticity. Cambridge, University Press.