波兰克拉科夫雅盖隆大学2021年招聘博士后职位（神经信息学方向）

Organisation/Company: Jagiellonian University

Research Field: Biological sciences Computer science Neurosciences › Neuroinformatics

Researcher Profile: Recognised Researcher (R2) Established Researcher (R3)

Application Deadline: 18/02/2021 23:00 - Europe/Brussels

Location: Poland › Kraków

Type Of Contract: Temporary

Job Status: Full-time

Hours Per Week: 40

Offer Starting Date: 01/04/2021

Reference Number: PostdocNeuro3

The postdoc will work in one of two projects. The goal of the first is to develop source reconstruction methods combining physics, finite element models of tissue, and machine learning techniques to identify brain sources of recorded activity in humans, for both noninvasive (HD EEG) and invasive (SEEG, iEEG, ECoG) recordings of healthy and epileptic patients.

The goal of the second project is building reinforcement learning models of behavior and development of estimation methods and tools. The focus is on rodent behavior in intelligent cages, such as IntelliCage or Eco-HAB, and taking into account individual and group learning aspects. The postdoc will develop abstract models, estimation methods, implement them in software, and use developed software and methods to analyze data from experimental partners after testing them on simulated data.

The position is open within the group led by prof. Daniel Wójcik funded by the bioNN project in Cracow but the researcher will also be a member of the distributed Warsaw-Cracow Neuroinflab, The position will be based in Cracow or in Warsaw and the researcher will be expected to participate regularly in meetings in both Cracow and Warsaw every few weeks.

Benefits

1. full time employment for 20 months subject to periodic evaluation

2. cooperation with the best computational neuroscience and machine learning groups in Poland

3. competitive salary (about PLN 8,000 gross)

4. raising qualifications

5. access to computing infrastructure.

Offer Requirements

REQUIRED EDUCATION LEVEL

Computer science: PhD or equivalent

Neurosciences: PhD or equivalent

Physics: PhD or equivalent

REQUIRED LANGUAGES

ENGLISH: Good

Skills/Qualifications

We are looking for candidates with good quantitative and computational skills and a strong interest in biological and computational sides of brain functioning. Previous experience with programming is a must. Python is preferred. Strong analytical skills are required. Prior experience with neuroscience is not required but a strong interest in biology is a must. Prior experience with behavioral data analysis, inverse methods or FEM modeling, are advantages.

Specific Requirements

1. PhD degree

2. strong mathematical and computational skills

3. good command of English,

4. Prior experience with behavioral data analysis, inverse methods or FEM modeling, are advantages.

5. Familiarity with reinforcement learning or other learning paradigms is an advantage

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