PhD Programme in Theoretical Neuroscience and Machine Learning
Deadline: 11 November 2024
The Gatsby Computational Neuroscience Unit is a leading research centre focused on theoretical neuroscience and machine learning. We study (un)supervised and reinforcement learning
in brains and machines; inference, coding and neural dynamics; Bayesian and kernel methods, and deep learning; with applications to the analysis of perceptual processing and cognition, neural data, signal and image processing, machine vision, network data
and nonparametric hypothesis testing.
The Unit provides a unique opportunity for a critical mass of theoreticians to interact closely with one another and with researchers at the Sainsbury Wellcome Centre for Neural
Circuits and Behaviour (SWC), the Centre for Computational Statistics and Machine Learning (CSML) and related UCL departments such as Computer Science; Statistical Science; Artificial Intelligence; the ELLIS Unit at UCL; Neuroscience; and the nearby Alan Turing
and Francis Crick Institutes.
Our PhD programme provides a rigorous preparation for a research career. Students complete a 4-year PhD in either machine learning or theoretical/computational neuroscience,
with minor emphasis in the complementary field. Courses in the first year provide a comprehensive introduction to both fields and systems neuroscience. Students are encouraged to work and interact closely with SWC/CSML researchers to take advantage of this
uniquely multidisciplinary research environment.
Applicants should have a strong analytical and quantitative background, a keen interest in neuroscience, machine learning or both, and a relevant first degree, for example in
Mathematics, Statistics, Computer Science, Engineering, Physics, Neuroscience or Cognitive Psychology.
Full funding is available regardless of nationality. The unit also welcomes applicants who have secured or are seeking funding from other sources.
Applications should be submitted directly to us via the online portal. For programme details and how to apply, see
www.ucl.ac.uk/gatsby/study-and-work/gatsby-unit-phd-programme.
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I-Chun Lin, PhD
Scientific Programme Manager
Gatsby Computational Neuroscience Unit, UCL