4-Year PhD Programme in Machine Learning and Theoretical Neuroscience
Deadline: Monday, 13 November 2023
The
Gatsby Computational Neuroscience Unit is a leading research centre
focused on machine learning and theoretical neuroscience. 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, with the Sainsbury Wellcome Centre
for Neural Circuits and Behaviour (SWC), with the Centre for
Computational Statistics and Machine Learning (CSML), and with research
groups in 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 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 and current residence.
The unit also welcomes applicants who have secured or are seeking
funding from other sources.
Applications should be submitted
directly to the Gatsby Unit via our online portal. For more information
on the programme and how to apply, see
www.ucl.ac.uk/gatsby/study-and-work/phd-programme* Information on our research:
www.ucl.ac.uk/gatsby/research-0* Read more about our faculty members:
www.ucl.ac.uk/gatsby/people--
I-Chun Lin, PhD
Scientific Programme Manager
Gatsby Computational Neuroscience Unit, UCL