Bulbocortical interplay in olfactory information processing via synchronous oscillations

Emergence of synchronous oscillatory activity is an inherent feature of the olfactory systems of insects, mollusks and mammals. A class of simple computational models of the mammalian olfactory system consisting of olfactory bulb and olfactory cortex is constructed to explore possible roles of the related neural circuitry in olfactory information processing via synchronous oscillations. In the models, the bulbar neural circuitry is represented by a chain of oscillators and that of cortex is analogous to an associative memory network with horizontal synaptic connections. The models incorporate the backprojection from cortical units to the bulbar oscillators in particular ways. They exhibit rapid and robust synchronous oscillations in the presence of odorant stimuli, while they show either nonoscillatory states or propagating waves in the absence of stimuli, depending on the values of model parameters. In both models, the backprojection is shown to enhance the establishment of large-scale synchrony. The results suggest that the modulation of neural activity through centrifugal inputs may play an important role at the early stage of cortical information processing.

[1]  D. Kleinfeld,et al.  Dynamics of propagating waves in the olfactory network of a terrestrial mollusk: an electrical and optical study. , 1994, Journal of neurophysiology.

[2]  Yoshihiro Yoshihara,et al.  Molecular recognition and olfactory processing in the mammalian olfactory system , 1995, Progress in Neurobiology.

[3]  Tomoki Fukai,et al.  Memory Recall by Quasi-Fixed-Point Attractors in Oscillator Neural Networks , 1995, Neural Computation.

[4]  J. Cowan,et al.  Excitatory and inhibitory interactions in localized populations of model neurons. , 1972, Biophysical journal.

[5]  Richard Axel,et al.  Topographic organization of sensory projections to the olfactory bulb , 1994, Cell.

[6]  R. Axel,et al.  A novel multigene family may encode odorant receptors: A molecular basis for odor recognition , 1991, Cell.

[7]  K. Mori Membrane and synaptic properties of identified neurons in the olfactory bulb , 1987, Progress in Neurobiology.

[8]  Donald O. Walter,et al.  Mass action in the nervous system , 1975 .

[9]  G. Ermentrout,et al.  Symmetry and phaselocking in chains of weakly coupled oscillators , 1986 .

[10]  Linda B. Buck,et al.  A zonal organization of odorant receptor gene expression in the olfactory epithelium , 1993, Cell.

[11]  G. Shepherd The Synaptic Organization of the Brain , 1979 .

[12]  Yoshiki Kuramoto,et al.  Chemical Oscillations, Waves, and Turbulence , 1984, Springer Series in Synergetics.

[13]  Steven L. Bressler,et al.  Relation of olfactory bulb and cortex. I. Spatial variation of bulbocortical interdependence , 1987, Brain Research.

[14]  J. Bower,et al.  Olfactory cortex: model circuit for study of associative memory? , 1989, Trends in Neurosciences.

[15]  Richard Granger,et al.  Computational action and interaction of brain networks , 1990 .

[16]  E. Adrian Olfactory reactions in the brain of the hedgehog , 1942, The Journal of physiology.

[17]  D. Kleinfeld,et al.  Waves and stimulus-modulated dynamics in an oscillating olfactory network. , 1994, Proceedings of the National Academy of Sciences of the United States of America.

[18]  Lewis B. Haberly,et al.  Comparative Aspects of Olfactory Cortex , 1990 .

[19]  Linda B. Buck,et al.  Information coding in the olfactory system: Evidence for a stereotyped and highly organized epitope map in the olfactory bulb , 1994, Cell.

[20]  T. Sacktor The Synaptic Organization of the Brain (3rd Ed.) , 1991 .

[21]  M. Hasselmo,et al.  Modulation of associative memory function in a biophysical simulation of rat piriform cortex. , 1994, Journal of neurophysiology.

[22]  G. Laurent,et al.  Odorant-induced oscillations in the mushroom bodies of the locust , 1994, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[23]  DeLiang Wang,et al.  Synchronization and desynchronization in a network of locally coupled Wilson-Cowan oscillators , 1996, IEEE Trans. Neural Networks.

[24]  James M. Bower,et al.  Reverse engineering the nervous system: an anatomical, physiological, and computer based approach , 1990 .