We are encouraging applications for a postdoctoral fellow to work on a BRAIN/NIMH/NIBIB funded project developing and validating neural circuit models of experience-driven computations in working memory. Our group is in the Department of Applied Mathematics at the University of Colorado Boulder, and we have affiliations with the Institute of Cognitive Science and School of Medicine.
The aim of this project is to understand how task-relevant experience is encoded in neuronal circuits through plasticity-driven changes to network architecture (building off ideas in Kilpatrick (2018) Sci Rep (https://www.nature.com/articles/s41598-018-25958-9)). Our mechanistic neural circuit models will be validated using data from humans (psychophysical response) and non-human primates (response + large-scale neural recordings) from the Gold (Penn), Buschman (Princeton), and Bays (Cambridge) labs.
The University of Colorado Boulder is committed to building a culturally diverse community of faculty, staff, and students dedicated to contributing to an inclusive campus environment. We are an Equal Opportunity employer, including veterans and individuals with disabilities.
Who We Are
The departmental roots go back to the turn of the last century when it originally was the Department of Engineering Mathematics. The Department teaches thousands of students and has a major research presence in computational and physical/biological mathematics and the statistical sciences. It has 23 tenured or tenure track faculty. In addition, there are 10 full-time instructors, more than 110 graduate students including approximately 40 teaching assistants, about 211 applied math majors, 74 statistics majors, 119 minors, and a thriving BS-MS program.
The Department strives to be a leading program of applied mathematics. In 2018, the US News & World Report ranked the unit’s graduate program 14th in the nation. The unit also ranked positively in many measures by the National Research Council in its 2010 decadal survey.
Our faculty have won numerous awards including four being named fellows of the Society of Industrial and Applied Mathematics, two being named fellows of the American Mathematical Society, two being named fellows of the American Physical Society, two Guggenheim Fellows, American Statistical Association Fellow, Sloan Fellow, and CU-Boulder: Hazel Barnes Prize, Professor of Distinction, winners of numerous CU-Boulder faculty awards, and two distinguished research lecturers.
What You Should Know
- The start date would likely be in Spring or Summer 2021.
- The position is fully funded till September 2023, with a possible extension contingent on funding.
What We Can Offer
$52,704.00 (minimum) with potential for a higher level based on experience.
The University of Colorado offers excellent benefits, including medical, dental, retirement, paid time off, tuition benefit and ECO Pass. The University of Colorado Boulder is one of the largest employers in Boulder County and offers an inspiring higher education environment. Learn more about the University of Colorado Boulder.
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What We Require
What You Will Need
- A strong background developing, simulating, and mathematically analyzing dynamical/mechanistic neural network models.
- We will build and analyze neural field models of large-scale activity using a combination of methods from stochastic processes, asymptotics, Bayesian inference, and numerical PDEs. Models will be fit using Bayesian parameter estimation and model comparison.
- Within our group, you could also work on a side project or two in decision-making, stochastic dynamics, social networks, and/or social foraging.
What We Would Like You To Have
Experience working with psychophysics and/or neural recording data is a plus but not required.
To apply, please submit the following materials:
- Cover Letter
- 1 Letter of Recommendation (Not Confidential)
Review of applications will begin immediately and will continue until the position is filled.
Note: Application materials will not be accepted via email. For consideration, applications must be submitted through CU Boulder Jobs
Posting Contact Information
Posting Contact Name: Zachary Kilpatrick
Posting Contact Email: email@example.com