@article {48312, title = {Neural coding of perceived odor intensity.}, journal = {eNeuro}, volume = {2}, year = {2015}, month = {2015 Nov-Dec}, abstract = {

Stimulus intensity is a fundamental perceptual feature in all sensory systems. In olfaction, perceived odor intensity depends on at least two variables: odor concentration; and duration of the odor exposure or adaptation. To examine how neural activity at early stages of the olfactory system represents features relevant to intensity perception, we studied the responses of mitral/tufted cells (MTCs) while manipulating odor concentration and exposure duration. Temporal profiles of MTC responses to odors changed both as a function of concentration and with adaptation. However, despite the complexity of these responses, adaptation and concentration dependencies behaved similarly. These similarities were visualized by principal component analysis of average population responses and were quantified by discriminant analysis in a trial-by-trial manner. The qualitative functional dependencies of neuronal responses paralleled psychophysics results in humans. We suggest that temporal patterns of MTC responses in the olfactory bulb contribute to an internal perceptual variable: odor intensity.

}, keywords = {Adaptation, Physiological, Animals, Mice, Inbred C57BL, Neurons, Odorants, Olfactory Bulb, Perception, Smell}, issn = {2373-2822}, doi = {10.1523/ENEURO.0083-15.2015}, author = {Sirotin, Yevgeniy B and Shusterman, Roman and Rinberg, Dmitry} } @article {47016, title = {Novel behavioral paradigm reveals lower temporal limits on mouse olfactory decisions.}, journal = {The Journal of Neuroscience : the Official Journal of the Society for Neuroscience}, volume = {35}, year = {2015}, month = {2015 Aug 19}, pages = {11667-73}, abstract = {

UNLABELLED: Temporal limits on perceptual decisions set strict boundaries on the possible underlying neural computations. How odor information is encoded in the olfactory system is still poorly understood. Here, we sought to define the limit on the speed of olfactory processing. To achieve this, we trained mice to discriminate different odor concentrations in a novel behavioral setup with precise odor delivery synchronized to the sniffing cycle. Mice reported their choice by moving a horizontal treadmill with their front limbs. We found that mice reported discriminations of 75\% accuracy in 70-90 ms after odor inhalation. For a low concentration and nontrigeminal odorant, this time was 90-140 ms, showing that mice process odor information rapidly even in the absence of trigeminal stimulation. These response times establish, after accounting for odor transduction and motor delays, that olfactory processing can take tens of milliseconds. This study puts a strong limit on the underlying neural computations and suggests that the action potentials forming the neural basis for these decisions are fired in a few tens of milliseconds.

SIGNIFICANCE STATEMENT: Understanding how sensory information is processed requires different approaches that span multiple levels of investigation from genes to neurons to behavior. Limits on behavioral performance constrain the possible neural mechanisms responsible for specific computations. Using a novel behavioral paradigm, we established that mice can make decisions about odor intensity surprisingly fast. After accounting for sensory and motor delays, the limit on some olfactory neural computations can be as low as a few tens of milliseconds, which suggests that only the first action potentials across a population of neurons contribute to these computations.

}, issn = {1529-2401}, doi = {10.1523/JNEUROSCI.4693-14.2015}, author = {Resulaj, Arbora and Rinberg, Dmitry} } @article {6877, title = {Comparing thoracic and intra-nasal pressure transients to monitor active odor sampling during odor-guided decision making in the mouse.}, journal = {Journal of Neuroscience Methods}, volume = {221}, year = {2014}, month = {2014 Jan 15}, pages = {8-14}, abstract = {

BACKGROUND: Recording of physiological parameters in behaving mice has seen an immense increase over recent years driven by, for example, increased miniaturization of recording devices. One parameter particularly important for odorant-driven behaviors is the breathing frequency, since the latter dictates the rate of odorant delivery to the nasal cavity and the olfactory receptor neurons located therein. NEW METHOD: Typically, breathing patterns are monitored by either measuring the breathing-induced temperature or pressure changes in the nasal cavity. Both require the implantation of a nasal cannula and tethering of the mouse to either a cable or tubing. To avoid these limitations we used an implanted pressure sensor which reads the thoracic pressure and transmits the data telemetrically, thus making it suitable for experiments which require a freely moving animal. RESULTS: Mice performed a Go/NoGo odorant-driven behavioral task with the implanted pressure sensor, which proved to work reliably to allow recording of breathing signals over several weeks from a given animal. COMPARISON TO EXISTING METHOD(S): We simultaneously recorded the thoracic and nasal pressure changes and found that measuring the thoracic pressure change yielded similar results compared to measurements of nasal pressure changes. CONCLUSION: Telemetrically recorded breathing signals are a feasible method to monitor odorant-guided behavioral changes in breathing rates. Its advantages are most significant when recording from a freely moving animal over several weeks. The advantages and disadvantages of different methods to record breathing patterns are discussed.

}, issn = {1872-678X}, doi = {10.1016/j.jneumeth.2013.09.006}, author = {Reisert, Johannes and Golden, Glen J and Matsumura, Koichi and Smear, Matt and Rinberg, Dmitry and Gelperin, Alan} } @article {6455, title = {Multiple perceptible signals from a single olfactory glomerulus.}, journal = {Nature Neuroscience}, volume = {16}, year = {2013}, month = {2013 Sep 22}, pages = {1687-91}, abstract = {

Glomeruli are functional units in the olfactory system. The mouse olfactory bulb contains roughly 2,000 glomeruli, each receiving inputs from olfactory sensory neurons (OSNs) that express a specific odorant receptor gene. Odors typically activate many glomeruli in complex combinatorial patterns and it is unknown which features of neuronal activity in individual glomeruli contribute to odor perception. To address this, we used optogenetics to selectively activate single, genetically identified glomeruli in behaving mice. We found that mice could perceive the stimulation of a single glomerulus. Single-glomerulus stimulation was also detected on an intense odor background. In addition, different input intensities and the timing of input relative to sniffing were discriminated through one glomerulus. Our data suggest that each glomerulus can transmit odor information using identity, intensity and temporal coding cues. These multiple modes of information transmission may enable the olfactory system to efficiently identify and localize odor sources.

}, issn = {1546-1726}, doi = {10.1038/nn.3519}, author = {Smear, Matthew and Resulaj, Admir and Zhang, Jingji and Bozza, Thomas and Rinberg, Dmitry} } @article {6927, title = {Non-redundant coding of aversive odours in the main olfactory pathway.}, journal = {Nature}, volume = {497}, year = {2013}, month = {2013 May 23}, pages = {486-9}, abstract = {

Many species are critically dependent on olfaction for survival. In the main olfactory system of mammals, odours are detected by sensory neurons that express a large repertoire of canonical odorant receptors and a much smaller repertoire of trace amine-associated receptors (TAARs). Odours are encoded in a combinatorial fashion across glomeruli in the main olfactory bulb, with each glomerulus corresponding to a specific receptor. The degree to which individual receptor genes contribute to odour perception is unclear. Here we show that genetic deletion of the olfactory Taar gene family, or even a single Taar gene (Taar4), eliminates the aversion that mice display to low concentrations of volatile amines and to the odour of predator urine. Our findings identify a role for the TAARs in olfaction, namely, in the high-sensitivity detection of innately aversive odours. In addition, our data reveal that aversive amines are represented in a non-redundant fashion, and that individual main olfactory receptor genes can contribute substantially to odour perception.

}, keywords = {Amines, Animals, Avoidance Learning, Female, G-Protein-Coupled, Male, Mice, Models, Neurological, Odorant, Odors, Olfactory Bulb, Olfactory Pathways, Olfactory Receptor Neurons, Predatory Behavior, Receptors, Smell, Urine}, issn = {1476-4687}, doi = {10.1038/nature12114}, author = {Dewan, Adam and Pacifico, Rodrigo and Zhan, Ross and Rinberg, Dmitry and Bozza, Thomas} } @article {6511, title = {Illuminating vertebrate olfactory processing.}, journal = {The Journal of Neuroscience: The Official Journal of the Society for Neuroscience}, volume = {32}, year = {2012}, month = {2012 Oct 10}, pages = {14102-8}, abstract = {

The olfactory system encodes information about molecules by spatiotemporal patterns of activity across distributed populations of neurons and extracts information from these patterns to control specific behaviors. Recent studies used in vivo recordings, optogenetics, and other methods to analyze the mechanisms by which odor information is encoded and processed in the olfactory system, the functional connectivity within and between olfactory brain areas, and the impact of spatiotemporal patterning of neuronal activity on higher-order neurons and behavioral outputs. The results give rise to a faceted picture of olfactory processing and provide insights into fundamental mechanisms underlying neuronal computations. This review focuses on some of this work presented in a Mini-Symposium at the Annual Meeting of the Society for Neuroscience in 2012.

}, keywords = {Animals, Humans, Odors, Olfactory Bulb, Olfactory Pathways, Olfactory Receptor Neurons, Optogenetics}, issn = {1529-2401}, doi = {10.1523/JNEUROSCI.3328-12.2012}, author = {Spors, Hartwig and Albeanu, Dinu Florin and Murthy, Venkatesh N and Rinberg, Dmitry and Uchida, Naoshige and Wachowiak, Matt and Friedrich, Rainer W} } @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 {4148, title = {Perception of sniff phase in mouse olfaction.}, journal = {Nature}, volume = {14}, year = {2011}, month = {2011 Oct 12}, pages = {1039-44}, abstract = {

Olfactory systems encode odours by which neurons respond and by when they respond. In mammals, every sniff evokes a precise, odour-specific sequence of activity across olfactory neurons. Likewise, in a variety of neural systems, ranging from sensory periphery to cognitive centres, neuronal activity is timed relative to sampling behaviour and/or internally generated oscillations. As in these neural systems, relative timing of activity may represent information in the olfactory system. However, there is no evidence that mammalian olfactory systems read such cues. To test whether mice perceive the timing of olfactory activation relative to the sniff cycle ({\textquoteright}sniff phase{\textquoteright}), we used optogenetics in gene-targeted mice to generate spatially constant, temporally controllable olfactory input. Here we show that mice can behaviourally report the sniff phase of optogenetically driven activation of olfactory sensory neurons. Furthermore, mice can discriminate between light-evoked inputs that are shifted in the sniff cycle by as little as 10 milliseconds, which is similar to the temporal precision of olfactory bulb odour responses. Electrophysiological recordings in the olfactory bulb of awake mice show that individual cells encode the timing of photoactivation in relation to the sniff in both the timing and the amplitude of their responses. Our work provides evidence that the mammalian olfactory system can read temporal patterns, and suggests that timing of activity relative to sampling behaviour is a potent cue that may enable accurate olfactory percepts to form quickly.

}, issn = {1476-4687}, doi = {10.1038/nature10521}, author = {Smear, Matthew and Shusterman, Roman and O{\textquoteright}Connor, Rodney and Bozza, Thomas and Rinberg, Dmitry} } @article {3421, title = {Precise olfactory responses tile the sniff cycle.}, journal = {Nature Neuroscience}, volume = {14}, year = {2011}, month = {2011 Jul 17}, pages = {1039-44}, abstract = {

In terrestrial vertebrates, sniffing controls odorant access to receptors, and therefore sets the timescale of olfactory stimuli. We found that odorants evoked precisely sniff-locked activity in mitral/tufted cells in the olfactory bulb of awake mouse. The trial-to-trial response jitter averaged 12 ms, a precision comparable to other sensory systems. Individual cells expressed odor-specific temporal patterns of activity and, across the population, onset times tiled the duration of the sniff cycle. Responses were more tightly time-locked to the sniff phase than to the time after inhalation onset. The spikes of single neurons carried sufficient information to discriminate odors. In addition, precise locking to sniff phase may facilitate ensemble coding by making synchrony relationships across neurons robust to variation in sniff rate. The temporal specificity of mitral/tufted cell output provides a potentially rich source of information for downstream olfactory areas.

}, issn = {1546-1726}, doi = {10.1038/nn.2877}, author = {Shusterman, Roman and Smear, Matthew C and Koulakov, Alexei A and Rinberg, Dmitry} } @article {4147, title = {Sparse incomplete representations: a potential role of olfactory granule cells.}, journal = {Neuron}, volume = {72}, year = {2011}, month = {2011 Oct 6}, pages = {124-36}, abstract = {

Mitral/tufted cells of the olfactory bulb receive odorant information from receptor neurons and transmit this information to the cortex. Studies in awake behaving animals have found that sustained responses of mitral cells to odorants are rare, suggesting sparse combinatorial representation of the odorants. Careful alignment of mitral cell firing with the phase of the respiration cycle revealed brief transient activity in the larger population of mitral cells, which respond to odorants during a small fraction of the respiration cycle. Responses of these cells are therefore temporally sparse. Here, we propose a mathematical model for the olfactory bulb network that can reproduce both combinatorially and temporally sparse mitral cell codes. We argue that sparse codes emerge as a result of the balance between mitral cells{\textquoteright} excitatory inputs and inhibition provided by the granule cells. Our model suggests functional significance for the dendrodendritic synapses mediating interactions between mitral and granule cells.

}, issn = {1097-4199}, doi = {10.1016/j.neuron.2011.07.031}, author = {Koulakov, Alexei A and Rinberg, Dmitry} } @article {2363, title = {Receptors, circuits, and behaviors: new directions in chemical senses.}, journal = {The Journal of Neuroscience: The Official Journal of the Society for Neuroscience}, volume = {28}, year = {2008}, month = {2008 Nov 12}, pages = {11802-5}, abstract = {

The chemical senses, smell and taste, are the most poorly understood sensory modalities. In recent years, however, the field of chemosensation has benefited from new methods and technical innovations that have accelerated the rate of scientific progress. For example, enormous advances have been made in identifying olfactory and gustatory receptor genes and mapping their expression patterns. Genetic tools now permit us to monitor and control neural activity in vivo with unprecedented precision. New imaging techniques allow us to watch neural activity patterns unfold in real time. Finally, improved hardware and software enable multineuron electrophysiological recordings on an expanded scale. These innovations have enabled some fresh approaches to classic problems in chemosensation.

}, keywords = {Afferent Pathways, Animals, Brain, Chemoreceptor Cells, Humans, Odorant, Olfactory Pathways, Olfactory Perception, Receptors, Sensory Receptor Cells, Smell, Taste}, issn = {1529-2401}, doi = {10.1523/JNEUROSCI.3613-08.2008}, author = {Katz, Donald B and Matsunami, Hiroaki and Rinberg, Dmitry and Scott, Kristin and Wachowiak, Matt and Wilson, Rachel I} } @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 {2368, title = {Olfactory neuronal dynamics in behaving animals.}, journal = {Seminars in Cell \& Developmental Biology}, volume = {17}, year = {2006}, month = {2006 Aug}, pages = {454-61}, abstract = {

More than 50 years have passed since the first recording of neuronal responses to an odor stimulus from the primary olfactory brain area, the main olfactory bulb. During this time very little progress has been achieved in understanding neuronal dynamics in the olfactory bulb in awake behaving animals, which is very different from that in anesthetized preparations. In this paper we formulate a new framework containing the main reasons for studying olfactory neuronal dynamics in awake animals and review advances in the field within this new framework.

}, keywords = {Anesthesia, Animal, Animals, Behavior, Brain, Conditioning (Psychology), Neuronal Plasticity, Olfactory Bulb, Olfactory Receptor Neurons, Rabbits, Rats, Synaptic Transmission}, issn = {1084-9521}, doi = {10.1523/JNEUROSCI.3613-08.2008}, author = {Rinberg, Dmitry and Gelperin, Alan} } @article {2365, title = {Sparse odor coding in awake behaving mice.}, journal = {The Journal of Neuroscience: The Official Journal of the Society for Neuroscience}, volume = {26}, year = {2006}, month = {2006 Aug 23}, pages = {8857-65}, abstract = {

Responses of mitral cells represent the results of the first stage of odor processing in the olfactory bulb. Most of our knowledge about mitral cell activity has been obtained from recordings in anesthetized animals. We compared odor-elicited changes in firing rate of mitral cells in awake behaving mice and in anesthetized mice. We show that odor-elicited changes in mitral cell firing rate were larger and more frequently observed in the anesthetized than in the awake condition. Only 27\% of mitral cells that showed a response to odors in the anesthetized state were also odor responsive in the awake state. The amplitude of their response in the awake state was smaller, and some of the responses changed sign compared with their responses in the anesthetized state. The odor representation in the olfactory bulb is therefore sparser in awake behaving mice than in anesthetized preparations. A qualitative explanation of the mechanism responsible for this phenomenon is proposed.

}, keywords = {Afferent, Anesthesia, Animals, Electrophysiology, Inbred C57BL, Male, Mice, Neurons, Odors, Olfactory Bulb, Smell, Wakefulness}, issn = {1529-2401}, doi = {10.1523/JNEUROSCI.3613-08.2008}, author = {Rinberg, Dmitry and Koulakov, Alex and Gelperin, Alan} } @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} } @article {3432, title = {Pneumatic capillary gun for ballistic delivery of microparticles.}, journal = {Applied Physics Letters}, volume = {87}, year = {2005}, month = {2005 Jun 29}, pages = {014103}, abstract = {

A pneumatic gun for ballistic delivery of microparticles to soft targets is proposed and demonstrated. The particles are accelerated by a high-speed flow of helium in a capillary tube. Vacuum suction applied to a concentric larger diameter tube is used to divert substantially all of the flow of helium from the gun nozzle, thereby preventing the gas from hitting and damaging the target. Speed of ejection of micron-sized gold particles from the gun nozzle, and their depth of penetration into agarose gels are reported.

}, author = {Rinberg, Dmitry and Simonnet, C and Groisman, A} }