Postdoctoral Fellow in Computational Cognitive Science Central European University, Budapest, Hungary
We are seeking a highly creative and motivated postdoctoral fellow to work in the group of Mate Lengyel at the Department of Cognitive Science, Central European University, Budapest, Hungary
The group is also twinned by the Lengyel group at the Computational & Biological Learning Lab, Department of Engineering, University of Cambridge where Dr Lengyel holds a permanent position.The group studies learning & memory from computational,algorithmic/representational & neurobiological viewpoints. Computationally & algorithmically, we use ideas from Bayesian approaches to statistical inference and reinforcement learning to characterise the goals and mechanisms of learning in terms of normative principles and behavioral results.
Specifically, the project will characterise how humanâ*Ts structured and high dimensional mental representations change in time due to forgetting, learning, interference, and other processes. For this, state-of-the-art machine learning techniques will be employed to analyse a diverse set of behavioural data sets collected by our experimental collaborators: Gergely Csibra (infant studies) and Jozsef Fiser (visual perception & learning) in Budapest, and Daniel Wolpert (sensorimotor control) in Cambridge. The project is funded by an ERC grant, providing internationally competitive salaries.
The successful candidate will have - a strong quantitative background - demonstrable interest in the analysis of behavioural data - obtained (or be close to the completion of) a PhD or equivalent in computational neuroscience, physics, mathematics, computer science, machine learning or a related field
Preference will be given to candidates with - previous experience in machine learning, computational and / or behavioural neuroscience - sufficient programming skills to run numerical simulations (eg. in C, Python, or MatLab) - expertise with advanced data analysis & Bayesian techniques.
The Central European U is the highest-ranked U in Hungary. It is a privately funded and endowed, fully English-speaking, postgraduate-only U, accredited in both the USA & Hungary.
The Department of Cognitive Science is one of the most highly regarded centres for cognitive science in Europe, with world-leading groups in infant cognition, visual cognition, and social cognitive science. It provides a vibrant research environment, by running two journal club events per week on selected topics in cognitive science, a monthly research club, a weekly series of guest seminars by invited speakers from around the globe, a visitors programme with about two-three leading researchers in the field spending several months at the Department every year, and various small-to-medium sized international workshops, conferences, and summer schools organised locally by members of the Department.
More broadly, Budapest is an exciting city, with a rich history & busy cultural life, great cuisine, and a very affordable cost of living index.
For informal queries, please contact M. Lengyel.
Applications will be accepted until the post is filled.