Postdoctoral Fellow in Neural Signal Processing

University of California Irvine School of Engineering

United States

Postdoctoral Fellow in Neural Signal Processing

Job #JPF06133
  • Henry Samueli School of Engineering - Electrical Engineering and Computer Science

Recruitment Period

Open June 8th, 2020 through Wednesday, Sep 30, 2020 at 11:59pm (Pacific Time)

Description

Electrical Engineering & Computer Science department has an opening: The Sanger Lab at UC Irvine is seeking a highly motivated and skilled postdoctoral fellow for a project in neural signal processing. The project includes the analysis of multichannel invasive electrode recordings from children with movement disorders during awake natural behavior. Datasets include local field potentials from depth electrodes in subcortical structures, surface EMG, scalp EEG, video, and accelerometry. The goal is to understand the central neural origins of movement disorders including dystonia, chorea, tremor, and tics in children. The project also includes the application of similar methods to data obtained from microelectrode recordings in frog spinal cord during lower extremity natural movements.

We seek candidates with experience in advanced statistical signal processing techniques, including spike detection, point process and continuous time series methods, system identification and estimation, causality measures, cross-coherence, spectrogram, pattern matching, and mutual information methods. Familiarity with probability theory, stochastic processes, and information transmission is essential. Knowledge of particle filters, partial differential equation methods, and stochastic control is a plus. We expect that development of new analytic methods for cross-modal multichannel analysis will be necessary. We prefer candidates with experience using these techniques for analysis of neurophysiological data. Candidates should have a strong background in the use of Matlab for statistical signal processing, and familiarity with R or Splus, and neuroanalysis packages such as Chronux is helpful.

Salary is competitive and commensurate with experience. The position is available immediately, ongoing funding is available, and we request candidates who can commit to this project for a minimum of two years. The initial appointment will be for 12 months and salary depends on the applicant’s qualifications. Renewal of the appointment will be contingent upon the availability of adequate funding and performance.

Application Procedure: Apply by submitting your application to our online RECRUIT system at (https://recruit.ap.uci.edu/apply/JPF06133)

The University of California, Irvine is an Equal Opportunity/Affirmative Action Employer advancing inclusive excellence. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, age, protected veteran status, or other protected categories covered by the UC nondiscrimination policy.

Information about the department available at: http://engineering.uci.edu/dept/eecs

Job location

Irvine, CA

Requirements

Document requirements
  • Curriculum Vitae - Your most recently updated C.V.
  • Cover Letter (Optional)
  • Statement of Research
  • Teaching Statement - See our guidance for writing a reflective teaching statement.
  • (Optional)
  • Inclusive Excellence Activities Statement - Statement addressing how past and/or potential contributions to inclusive excellence will advance UCI's Commitment to Inclusive Excellence. See our guidance for writing an inclusive excellence activities statement.
  • Misc / Additional (Optional)
Reference requirements
  • 3-5 required (contact information only)
 


In your application, please refer to Polytechnicpositions.com

FACEBOOK
TWITTER
LINKEDIN

baner1

baner10

baner11

baner12

baner14

baner2

baner3

baner4

baner5

baner6

baner8

baner9