Dara L. Sosulski, PhD

Dara L. Sosulski, PhD

London Area, United Kingdom
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About

In my current role I'm responsible for Artificial Intelligence and model strategy…

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Experience

  • HSBC Graphic

    HSBC

    London Area, United Kingdom

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    London, England, United Kingdom

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    London, England, United Kingdom

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    London, United Kingdom

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    London, United Kingdom

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    London, United Kingdom

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    London, United Kingdom

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    New York, New York

Education

Licenses & Certifications

Publications

  • Recurrent circuitry dynamically shapes the activation of piriform cortex.

    Neuron

    In the piriform cortex, individual odorants activate a unique ensemble of neurons that are distributed without discernable spatial order. Piriform neurons receive convergent excitatory inputs from random collections of olfactory bulb glomeruli. Pyramidal cells also make extensive recurrent connections with other excitatory and inhibitory neurons. We introduced channelrhodopsin into the piriform cortex to characterize these intrinsic circuits and to examine their contribution to activity driven…

    In the piriform cortex, individual odorants activate a unique ensemble of neurons that are distributed without discernable spatial order. Piriform neurons receive convergent excitatory inputs from random collections of olfactory bulb glomeruli. Pyramidal cells also make extensive recurrent connections with other excitatory and inhibitory neurons. We introduced channelrhodopsin into the piriform cortex to characterize these intrinsic circuits and to examine their contribution to activity driven by afferent bulbar inputs. We demonstrated that individual pyramidal cells are sparsely interconnected by thousands of excitatory synaptic connections that extend, largely undiminished, across the piriform cortex, forming a large excitatory network that can dominate the bulbar input. Pyramidal cells also activate inhibitory interneurons that mediate strong, local feedback inhibition that scales with excitation. This recurrent network can enhance or suppress bulbar input, depending on whether the input arrives before or after the cortex is activated. This circuitry may shape the ensembles of piriform cells that encode odorant identity.

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  • Distinct representations of olfactory information in different cortical centres.

    Nature

    Sensory information is transmitted to the brain where it must be processed to translate stimulus features into appropriate behavioural output. In the olfactory system, distributed neural activity in the nose is converted into a segregated map in the olfactory bulb. Here we investigate how this ordered representation is transformed in higher olfactory centres in mice. We have developed a tracing strategy to define the neural circuits that convey information from individual glomeruli in the…

    Sensory information is transmitted to the brain where it must be processed to translate stimulus features into appropriate behavioural output. In the olfactory system, distributed neural activity in the nose is converted into a segregated map in the olfactory bulb. Here we investigate how this ordered representation is transformed in higher olfactory centres in mice. We have developed a tracing strategy to define the neural circuits that convey information from individual glomeruli in the olfactory bulb to the piriform cortex and the cortical amygdala. The spatial order in the bulb is discarded in the piriform cortex; axons from individual glomeruli project diffusely to the piriform without apparent spatial preference. In the cortical amygdala, we observe broad patches of projections that are spatially stereotyped for individual glomeruli. These projections to the amygdala are overlapping and afford the opportunity for spatially localized integration of information from multiple glomeruli. The identification of a distributive pattern of projections to the piriform and stereotyped projections to the amygdala provides an anatomical context for the generation of learned and innate behaviours.

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  • A defined network of fast-spiking interneurons in orbitofrontal cortex: responses to behavioral contingencies and ketamine administration.

    Frontiers in Systems Neuroscience

    Orbitofrontal cortex (OFC) is a region of prefrontal cortex implicated in the motivational control of behavior and in related abnormalities seen in psychosis and depression. It has been hypothesized that a critical mechanism in these disorders is the dysfunction of GABAergic interneurons that normally regulate prefrontal information processing. Here, we studied a subclass of interneurons isolated in rat OFC using extracellular waveform and spike train analysis. During performance of a…

    Orbitofrontal cortex (OFC) is a region of prefrontal cortex implicated in the motivational control of behavior and in related abnormalities seen in psychosis and depression. It has been hypothesized that a critical mechanism in these disorders is the dysfunction of GABAergic interneurons that normally regulate prefrontal information processing. Here, we studied a subclass of interneurons isolated in rat OFC using extracellular waveform and spike train analysis. During performance of a goal-directed behavioral task, the firing of this class of putative fast-spiking (FS) interneurons showed robust temporal correlations indicative of a functionally coherent network. FS cell activity also co-varied with behavioral response latency, a key indicator of motivational state. Systemic administration of ketamine, a drug that can mimic psychosis, preferentially inhibited this cell class. Together, these results support the idea that OFC-FS interneurons form a critical link in the regulation of motivation by prefrontal circuits during normal and abnormal brain and behavioral states.

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  • Mice with a "monoclonal nose": perturbations in an olfactory map impair odor discrimination.

    Neuron

    We have altered the neural representation of odors in the brain by generating a mouse with a "monoclonal nose" in which greater than 95% of the sensory neurons express a single odorant receptor, M71. As a consequence, the frequency of sensory neurons expressing endogenous receptor genes is reduced 20-fold. We observe that these mice can smell, but odor discrimination and performance in associative olfactory learning tasks are impaired. However, these mice cannot detect the M71 ligand…

    We have altered the neural representation of odors in the brain by generating a mouse with a "monoclonal nose" in which greater than 95% of the sensory neurons express a single odorant receptor, M71. As a consequence, the frequency of sensory neurons expressing endogenous receptor genes is reduced 20-fold. We observe that these mice can smell, but odor discrimination and performance in associative olfactory learning tasks are impaired. However, these mice cannot detect the M71 ligand acetophenone despite the observation that virtually all sensory neurons and glomeruli are activated by this odor. The M71 transgenic mice readily detect other odors in the presence of acetophenone. These observations have implications for how receptor activation in the periphery is represented in the brain and how these representations encode odors.

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  • Representation of spatial goals in rat orbitofrontal cortex.

    Neuron

    The orbitofrontal cortex (OFC) is thought to participate in making and evaluating goal-directed decisions. In rodents, spatial navigation is a major mode of goal-directed behavior, and anatomical and lesion studies implicate the OFC in spatial processing, but there is little direct evidence for coding of spatial or motor variables. Here, we recorded from ventrolateral and lateral OFC in an odor-cued two-alternative choice task requiring orientation and approach to spatial goal ports. In this…

    The orbitofrontal cortex (OFC) is thought to participate in making and evaluating goal-directed decisions. In rodents, spatial navigation is a major mode of goal-directed behavior, and anatomical and lesion studies implicate the OFC in spatial processing, but there is little direct evidence for coding of spatial or motor variables. Here, we recorded from ventrolateral and lateral OFC in an odor-cued two-alternative choice task requiring orientation and approach to spatial goal ports. In this context, over half of OFC neurons encoded choice direction or goal port location. A subset of neurons was jointly selective for the trial outcome and port location, information useful for the selection or evaluation of spatial goals. These observations show that the rodent OFC not only encodes information relating to general motivational significance, as shown previously, but also encodes spatiomotor variables needed to define specific behavioral goals and the locomotor actions required to attain them.

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Courses

  • Machine Learning

    Stanford/Coursera.org

  • Neuroinformatics

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Honors & Awards

  • Tier 1 Exceptional Talent Visa

    The Royal Society and the Home Office

    Awarded visa aimed at keeping researchers with the promise to become world leaders in their field in the United Kingdom.

  • Human Frontier Science Program Long-Term Fellowship

    International Human Frontier Science Program Organization

    Fellowship providing three years of salary for postdoctoral research in neuroscience and behavior at University College London.

  • Titus M. Coan Prize for Excellence in Research

    Graduate School of Arts and Sciences, Columbia University

    Prize for outstanding research conducted during PhD thesis.

  • Newton International Fellowship

    The British Academy and The Royal Society

    Fellowship providing one year of salary for postdoctoral research in neuroscience and behavior at University College London.

  • EMBO Long-Term Fellowship

    European Molecular Biology Organization

    Fellowship providing three months of salary for postdoctoral research in neuroscience and behavior at University College London.

  • Ruth L. Kirschstein National Research Service Award Predoctoral Fellowship

    National Institutes of Health, United States

    Fellowship providing three years of salary for graduate (PhD) research in neuroscience and behavior at Columbia University.

  • Wellesley College Book Award

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  • Research and Engineering Apprenticeship Program Fellow

    Academy of Applied Science, United States

    A fellowship providing salary for three months of research performed over the summers of 1997 and 1998 in Dr. Ben Chu's inorganic chemistry laboratory at The State University of New York at Stony Brook, New York.

Languages

  • English

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  • Python

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  • R

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Organizations

  • The Harvard Lampoon, Society for Neuroscience, STEM Ambassadors, the Harvard Club of the United Kingdom

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