POSTDOCTORAL ASSOCIATE
Durham, NC · On-site
Collect, process, and analyze multimodal datasets, including neural, physiological, and motion-tracking signals. Develop and refine research protocols and methodologies in collaboration with Dr.
POSTDOCTORAL ASSOCIATE
Durham, NC · On-site
Collect, process, and analyze multimodal datasets, including neural, physiological, and motion-tracking signals. Develop and refine research protocols and methodologies in collaboration with Dr.
Neural Signal Processing information
What is the difference between Neural Signal Processing vs Neural Data Analyst?
| Aspect | Neural Signal Processing | Neural Data Analyst |
|---|---|---|
| Required Credentials | Background in neuroscience, signal processing, programming (Python, MATLAB) | Statistics, data analysis, programming (Python, R) |
| Work Environment | Research labs, healthcare, neurotechnology companies | Data-focused roles in research institutions, healthcare, biotech |
| Industry Usage | Designing algorithms for neural signals, signal decoding | Analyzing neural data sets, interpreting results |
Neural Signal Processing involves developing algorithms to analyze and interpret neural signals, often requiring expertise in signal processing and neuroscience. Neural Data Analysts focus on examining neural data sets to extract insights, emphasizing statistical analysis and data interpretation. While both roles work with neural data, Neural Signal Processing is more technical and algorithm-driven, whereas Neural Data Analysts focus on data interpretation and reporting.
What are some common challenges faced by professionals in neural signal processing roles, and how can they be addressed?
Professionals in neural signal processing often face challenges such as managing noisy or artifact-laden data, ensuring real-time processing capabilities, and integrating signals from multiple modalities (e.g., EEG, fMRI). Addressing these challenges typically involves staying updated on advanced filtering techniques, collaborating closely with neuroscientists and engineers, and leveraging robust software tools for data analysis. Continuous learning and teamwork are essential, as projects often require interdisciplinary cooperation and adaptation to evolving research protocols.
What are the key skills and qualifications needed to thrive as a neural signal processing specialist?
To thrive in Neural Signal Processing, you need a solid background in neuroscience, signal processing, and programming, often supported by an advanced degree in biomedical engineering, neuroscience, or related fields. Familiarity with tools like MATLAB, Python, EEG/MEG analysis software, and machine learning frameworks is typically required. Strong analytical thinking, problem-solving abilities, and effective communication skills help you interpret complex data and collaborate with interdisciplinary teams. These skills ensure accurate data analysis, advancement of brain-computer interfaces, and successful contributions to neuroscience research.
What is neural signal processing?
Neural signal processing is the analysis and interpretation of electrical signals generated by neurons in the brain or nervous system. This field combines neuroscience, engineering, and computer science to develop methods and algorithms that can decode, filter, and make sense of complex neural data. Applications include brain-computer interfaces, medical diagnostics, and research into how the brain functions. Neural signal processing is critical for advancing our understanding of neural circuits and developing new treatments for neurological disorders.
What are popular job titles related to Neural Signal Processing jobs in North Carolina? For Neural Signal Processing jobs in North Carolina, the most frequently searched job titles are:
What job categories do people searching Neural Signal Processing jobs in North Carolina look for? The top searched job categories for Neural Signal Processing jobs in North Carolina are:
What cities in North Carolina are hiring for Neural Signal Processing jobs? Cities in North Carolina with the most Neural Signal Processing job openings:
Duke University rating
6.7
Based on 55 frontline employees who took The Breakroom Quiz
485th of 617 rated colleges and universities
Job description
School of Medicine Established in 1930, Duke University School of Medicine is the youngest of the nation's top medical schools. Ranked sixth among medical schools in the nation, the School takes pride in being an inclusive community of outstanding learners, investigators, clinicians, and staff where interdisciplinary collaboration is embraced and great ideas accelerate translation of fundamental scientific discoveries to improve human health locally and around the globe. Composed of more than 2,500 faculty physicians and researchers, more than 1,300 students, and more than 6,000 staff, the Duke University School of Medicine along with the Duke University School of Nursing, Duke University Health System and the Private Diagnostic Clinic (PDC) comprise Duke Health. a world-class academic medical center. The Health System encompasses Duke University Hospital, Duke Regional Hospital, Duke Raleigh Hospital, Duke Primary Care, Duke Home and Hospice, Duke Health and Wellness, and multiple affiliations.
Essential Physical Job Functions:
Be Bold. Be You. Choose Duke.
Be Bold.
Position Summary:
The Duke Department of Neurosurgery is seeking a highly motivated Postdoctoral Associate to join our research team investigating the neural mechanisms of naturalistic behavior. The successful candidate will contribute to projects involving participants with implanted intracranial electrodes and wearable non-invasive sensors, with a focus on naturalistic behavior and neural decoding in real-world and virtual reality environments.
Be You.Key Responsibilities:
Design and implement experiments studying naturalistic behavior, integrating intracranial recordings, wearable sensor data, and behavioral measures.
Collect, process, and analyze multimodal datasets, including neural, physiological, and motion-tracking signals.
Develop and refine research protocols and methodologies in collaboration with Dr. Suthana and interdisciplinary team members.
Apply advanced statistical and computational approaches to investigate neural dynamics underlying naturalistic behavior.
Prepare manuscripts, presentations, and reports for publication and dissemination at scientific meetings.
Mentor and supervise graduate students, research assistants, and technicians.
Stay current with developments in cognitive neuroscience, neurotechnology, and wearable sensing, and integrate new techniques into ongoing research.
Choose Duke.Min Degree Requirements:
Ph.D. or equivalent doctorate (e.g. Sc.D., M.D., D.V.M.).
The applicant should have a Ph.D. in cognitive neuroscience, neuroscience, biomedical engineering, computer science, or a related field. Expertise in analyzing intracranial electrophysiological data, wearable sensor data, or other multimodal neural and behavioral datasets and with advanced statistical or computational methods for neural decoding, motiontracking analysis, or physiological signal processing is preferred but not required.
Duke is an Equal Opportunity Employer committed to providing employment opportunity without regard to an individual's age, color, disability, gender, gender expression, gender identity, genetic information, national origin, race, religion, sex (including pregnancy and pregnancy related conditions), sexual orientation or military status.
Duke aspires to create a community built on collaboration, innovation, creativity, and belonging. Our collective success depends on the robust exchange of ideas-an exchange that is best when the rich diversity of our perspectives, backgrounds, and experiences flourishes. To achieve this exchange, it is essential that all members of the community feel secure and welcome, that the contributions of all individuals are respected, and that all voices are heard. All members of our community have a responsibility to uphold these values.
Essential Physical Job Functions:
Certain jobs at Duke University and Duke University Health System may include essential job functions that require specific physical and/or mental abilities. Additional information and provision for requests for reasonable accommodation will be provided by each hiring department.
What Duke University employees say
Pay
Benefits
Hours and flexibility
Workplace
Get the full story on Breakroom
About Duke University
Sourced by ZipRecruiter
Duke is regarded as one of America's leading research universities. Located in Durham, North Carolina, Duke is positioned in the heart of the Research Triangle, which is ranked annually as one of the best places in the country to work and live. Duke has more than 15,000 students who study and conduct research in its 10 undergraduate, graduate, and professional schools. With about 40,000 employees, Duke is the third largest private employer in North Carolina, and it now has international programs in more than 150 countries.
Industry
Colleges, universities, and professional schools and hospitals
Company size
10,000+ Employees
Headquarters location
Durham, NC, US