PhD Researcher in Neural Detection: Are you passionate about understanding the intricacies of neural events and their connection to behavior? Join our project at the CMC Lab where we aim to unravel the mysteries of neural events, their reliable detection, and their impact on behavior. This is a unique opportunity to contribute to the fields of computational neuroscience, neurophysiology, and behavior analysis.
Table:
| Designation | Research Area | Location | Eligibility/Qualification | Job Description | How to Apply | Last Date for Apply |
|---|---|---|---|---|---|---|
| PhD Researcher | Neural Event Detection and Behavior | Dresden, Germany | (N) Master/Diploma in (computational) neuroscience, neuroscience, physics, mathematics, statistics, machine learning, psychology, or related fields. (N) Comfortable with programming (Python or Matlab). (D) Experience in neurophysiology data analysis. (D) Familiarity with computational and systems neuroscience. (D) Knowledge of machine learning techniques or sufficient mathematical background. (P) Basic knowledge of software engineering. | In this project, you will develop unsupervised machine-learning methods to detect neural events in aggregated signals. You will investigate the connection between neural events and behavior in various tasks and explore the multi-scale dynamics of these events. The goal is to identify neural markers of cognitive processes. | Submit your application preferably via TU Dresden’s Medical Faculty application portal by November 30, 2023, or via email. Include a cover letter, brief research interests, and your CV. For inquiries, contact us at applications@cmclab.org with the subject heading “bne_phd_202310”. | November 30, 2023 |
Job Description:
PhD Researcher in Neural Event Detection and Behavior Analysis
The CMC Lab is embarking on a groundbreaking project to investigate neural events and their connection to behavior. The project aims to address the following key questions:
- How can we reliably detect neural events in data? The project will involve the development of unsupervised machine-learning methods for identifying neural events.
- Are neural events coupled to behavior, and if so, how? Our methods will be used to explore the occurrence of various neural events in a range of behavioral tasks.
- How do multi-scale dynamics of neural events support behavior? The project will focus on characterizing the multi-scale signature of neural events, including how different brain regions interact during various behavioral tasks.
The overarching goal of this project is to identify accessible neural markers of cognitive processes and shed light on coordination mechanisms in the brain that are relevant to behavior.
Qualifications/Eligibility:
- (N) Master’s or Diploma in (computational) neuroscience, neuroscience, physics, mathematics, statistics, machine learning, psychology, or related fields.
- (N) Comfortable with programming, preferably in Python or Matlab.
- (D) Experience in the analysis of neurophysiology data.
- (D) Familiarity with computational and systems neuroscience.
- (D) Familiarity with machine learning techniques or a sufficient mathematical background.
- (P) Basic knowledge of software engineering (e.g., packaging scientific tools).
Learning Targets: As a PhD researcher in this project, you will have the opportunity to develop a range of research-oriented skills, including critical thinking, organizing and optimizing research workflows, scientific writing, and networking. You will also gain expertise in data analysis techniques for multi-scale analysis of brain data and learn about various approaches to bridge neural dynamics and behavior. Additionally, you will be exposed to a wide range of topics in systems and computational neuroscience and receive training toward establishing an independent research group.
How to Apply: If you are interested in this exciting opportunity, please submit your application, preferably via TU Dresden’s Medical Faculty application portal by November 30, 2023. Alternatively, you can apply via email. To apply, include a cover letter, a brief description of your research interests, and your CV. For any questions or inquiries, feel free to contact us at applications@cmclab.org, and make sure to use the subject heading “bne_phd_202310” when submitting your application or contacting us.
Join Us on this Scientific Journey: This is your chance to be part of a dynamic and inclusive research environment at the CMC Lab. We actively encourage individuals from all backgrounds, with a particular focus on minorities, to consider joining our team. Your contributions in this project will help uncover valuable insights into the brain’s coordination mechanisms and their impact on behavior.
Type of Employment: PhD Researcher
Location: Dresden, Germany
Disclaimer: This job post is based on information obtained from a reliable source. To access further details and apply, we recommend visiting the official TU Dresden’s Medical Faculty application portal or contacting the provided email address (applications@cmclab.org) with the specified subject heading. Please note that the information presented here is intended as a summary and reference, and all applicants are encouraged to verify and review the details on the official site for the most up-to-date and comprehensive information.
