Connecting European Neuroscience

Post-doctoral position in Bern/Switzerland

14 October 2020

Post-doctoral position in Bern/Switzerland

Job ID
27835
Place
Bern/Switzerland

Description

Postdoc Position in Biological Deep Learning

A 2-year postdoc position is available from January 1st, 2021 for a researcher with an interest in computational neuroscience, and machine learning.
The position will be based at the University of Bern, in Switzerland, at the Department of Physiology, under the joint-supervision of Walter Senn and Mihai Petrovici. Our groups focus on biologically realistic models of spatio-temporal processing in recurrent cortical networks and their relation to reinforcement learning, Bayesian computing, and neuromorphic implementations.

The project devoted to the modeling of learning in deep cortical networks is part of a collaboration with Profs Fritjof Helmchen and Giacomo Indiveri supported by the Swiss National Science Foundation. The successful candidate will work on formalizing the dendritic processing of cortical pyramidal neurons, in particular in combining top-down and bottom-up information, and in integrating these neurons in deep networks.

Qualifications
PhD in computational neuroscience, applied mathematics and/or physics or a related discipline
Experience with machine learning / computational modeling
What we offer
Funding for 2 years following regulations of the University of Bern (extendable through other funding)
Interdisciplinary & international research environment
Interaction with experimental neuroscience and close collaboration with other labs in artificial intelligence and neuromorphic engineering.
Applications
Applications will be accepted until the position is filled. The first review of applications will begin on November 8, 2020. If you are interested, please send one pdf document including your CV, a statement of research interests, a list of publications and the name and contact details of two referees to:

Walter Senn (walter.senn@unibe.ch) and Mihai Petrovici (mihai.petrovici@unibe.ch), with Virginie Sabado (virginie.sabado@unibe.ch) in cc.

Informal inquiries are welcome.

Job Information

Closing date:
2020-11-08
Employment start date:
2021-01-01
Contract length:
Two years (extendable through other funding)
Institution:
Bern
Department:
Physiology

Contact Information

Walter Senn
University of Bern, Buehlplatz 5, 3012 Bern
Phone
+41316318721
Email
senn@pyl.unibe.ch
Website
https://physio.unibe.ch/~senn/group/

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