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Job Jzku83jxbtuzgn

Post-DocApplications Closed

Tim Vogels

Unknown Organization
Vienna, Austria
Apply by May 31, 2021

Application deadline

May 31, 2021

Job location

Job location

Tim Vogels

Geocoding

Vienna, Austria

Geocoding is still running and results will appear soon.

Source: legacy

Quick Information

Application Deadline

May 31, 2021

Start Date

Flexible

Education Required

See description

Experience Level

Not specified

Job location

Job location

Tim Vogels

Geocoding

Vienna, Austria

Geocoding is still running and results will appear soon.

Source: legacy

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Job Description

TL;DR: If you liked our last NeurIPS paper https://www.biorxiv.org/content/10.1101/2020.10.24.353409v1 and you think you can contribute and imagine, oh, the places we’ll go from here,...from one of the most loivable cities in the world, …

DO apply.

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We are looking for at least two scientists to join the vogelslab.org as postdocs at the @ISTAustria near Vienna.

The successful candidate will join an ongoing ERC funded project to discover families of spike-induced synaptic plasticity rules by way of numerical derivation.

Together, we will define and explore search spaces of biologically plausible plasticity rules expressed e.g., as polynomial expansions or multi layer perceptrons. We aim to compare the results to various experimental and theoretical data sets, including functional spiking network models, human stem-cell derived neural network cultures, in vitro and in vivo experimental data.

We are looking for someone who can expand and develop our multipurpose modular library dedicated to optimization of non-differentiable systems. Due to the modularity of the library, the candidate will have extensive freedom regarding which optimization techniques to use and what to learn in which systems, but being a team player will be a crucial skill.

Depending on your (flexible, possibly immediate) starting date we can offer up to 4-year contracts with competitive salaries, benefits, vacation time and ample budget for materials and travel in a tranquil and inspiring environment. The Vogelslab, and the IST Austria is located in Klosterneuburg, a historic city northwest of Vienna. The campus is located in the middle of the beautiful landscape of the Vienna Woods, 30 minutes from downtown Vienna, the capital of Austria that consistently scores in the top cities of the world for its high standard of living.

If you are interested, send an email with your application to Jessica . deAntonio [at] ist.ac.at.

Your application should include
your CV,
your most relevant publication,
contact information for 2 or more references, and
a cover letter with
- a short description of you & your career
- a brief discussion of what you think is the greatest weakness of the above mentioned NeurIPS paper (and maybe how you would go about fixing it).

We are looking to build a diverse and interesting environment, so if you bring any qualities that make our lab (and computational neuroscience at large) more diverse than it is right now, please consider applying.

We will begin to evaluate applications on the 31st of April and aim to get back to you with a decision within 5 weeks of your application.

Requirements

  • A conceivably successful candidate will have a strong expertise in numerical simulations
  • and specifically spiking neuron models
  • and some knowledge in the field of synaptic plasticity. A strong background in applied maths
  • especially in numerical optimization would be desirable. Some of the questions we ponder: How to express high dimensional rules in
  • However
  • we can hire more than one person
  • and we would also be interested in someone who can contribute to design
  • implementation and maintenance of a library dedicated to performing numerical optimization in non-differentiable systems on large scales. We are thinking about how to simulate spiking neural networks with complex
  • unsupervised and supervised plasticity rules efficiently
  • in parallel
  • on a cluster.
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