@article {3522, title = {In search of the structure of human olfactory space.}, journal = {Frontiers in Systems Neuroscience}, volume = {5}, year = {2011}, month = {2011 Jun 2}, pages = {65}, abstract = {

We analyze the responses of human observers to an ensemble of monomolecular odorants. Each odorant is characterized by a set of 146 perceptual descriptors obtained from a database of odor character profiles. Each odorant is therefore represented by a point in a highly multidimensional sensory space. In this work we study the arrangement of odorants in this perceptual space. We argue that odorants densely sample a two-dimensional curved surface embedded in the multidimensional sensory space. This surface can account for more than half of the variance of the perceptual data. We also show that only 12\% of experimental variance cannot be explained by curved surfaces of substantially small dimensionality (\<10). We suggest that these curved manifolds represent the relevant spaces sampled by the human olfactory system, thereby providing surrogates for olfactory sensory space. For the case of 2D approximation, we relate the two parameters on the curved surface to the physico-chemical parameters of odorant molecules. We show that one of the dimensions is related to eigenvalues of molecules{\textquoteright} connectivity matrix, while the other is correlated with measures of molecules{\textquoteright} polarity. We discuss the behavioral significance of these findings.

}, author = {Koulakov, Alexei and Kolterman, Brian E. and Enikolopov, Armen and Rinberg, Dmitry} } @article {2364, title = {Olfactory coding with all-or-nothing glomeruli.}, journal = {Journal of Neurophysiology}, volume = {98}, year = {2007}, month = {2007 Dec}, pages = {3134-42}, abstract = {

We present a model for olfactory coding based on spatial representation of glomerular responses. In this model distinct odorants activate specific subsets of glomeruli, dependent on the odorant{\textquoteright}s chemical identity and concentration. The glomerular response specificities are understood statistically, based on experimentally measured distributions of activation thresholds. A simple version of the model, in which glomerular responses are binary (the all-or-nothing model), allows us to account quantitatively for the following results of human/rodent olfactory psychophysics: 1) just noticeable differences in the perceived concentration of a single odor (Weber ratios) are as low as dC/C approximately 0.04; 2) the number of simultaneously perceived odors can be as high as 12; and 3) extensive lesions of the olfactory bulb do not lead to significant changes in detection or discrimination thresholds. We conclude that a combinatorial code based on a binary glomerular response is sufficient to account for several important features of the discrimination capacity of the mammalian olfactory system.

}, keywords = {Algorithms, Animals, Discrimination (Psychology), Mice, Models, Neurological, Odors, Olfactory Bulb, Olfactory Pathways, Olfactory Receptor Neurons, Psychomotor Performance, Psychophysics, Rats, Smell}, issn = {0022-3077}, doi = {10.1523/JNEUROSCI.3613-08.2008}, author = {Koulakov, Alexei and Gelperin, Alan and Rinberg, Dmitry} } @article {2366, title = {Speed-accuracy tradeoff in olfaction.}, journal = {Neuron}, volume = {51}, year = {2006}, month = {2006 Aug 3}, pages = {351-8}, abstract = {

The basic psychophysical principle of speed-accuracy tradeoff (SAT) has been used to understand key aspects of neuronal information processing in vision and audition, but the principle of SAT is still debated in olfaction. In this study we present the direct observation of SAT in olfaction. We developed a behavioral paradigm for mice in which both the duration of odorant sampling and the difficulty of the odor discrimination task were controlled by the experimenter. We observed that the accuracy of odor discrimination increases with the duration of imposed odorant sampling, and that the rate of this increase is slower for harder tasks. We also present a unifying picture of two previous, seemingly disparate experiments on timing of odorant sampling in odor discrimination tasks. The presence of SAT in olfaction provides strong evidence for temporal integration in olfaction and puts a constraint on models of olfactory processing.

}, keywords = {Animals, Chemical, Discrimination Learning, Inbred C57BL, Male, Mice, Psychomotor Performance, Reaction Time, Smell, Stimulation}, issn = {0896-6273}, doi = {10.1523/JNEUROSCI.3613-08.2008}, author = {Rinberg, Dmitry and Koulakov, Alexei and Gelperin, Alan} }