Two or more PhD positions in theoretical and computational neuroscience are available in the "Neural Reckoning" group of Dan Goodman at Imperial College London (http://neural-reckoning.org). I am interested in supervising students with a strong mathematical, computational or neuroscience background. Projects could be carried out in several possible areas relating to the work in the group. Some suggestions for topics that would be interesting to me are below, but I'm very happy to consider other possibilities. In addition to working within the group, studying at Imperial College provides excellent opportunities for interacting with other theoretical and experimental researchers, both at Imperial and in the many neuroscience groups in London. At the moment, I'm particularly interested in using techniques from machine learning to generate biologically plausible models that can also perform complex tasks. I'm also generally interested in how to perform computations with spiking neurons, and the computational role of neural mechanisms (such as spiking and heterogeneity). I often work in the auditory system, which is particularly interesting when thinking about temporal processing. Finally, I'm one of the authors of the "Brian" spiking neural network simulator (http://briansimulator.org), and I'm always interested in students who want to work on neuroinformatics projects such as simulation or neural data analysis. For more details, see: http://neural-reckoning.org/openings.html Applicants should initially send me a brief CV and cover letter with a description of research interests or a proposed project, and will eventually have to formally apply through the standard Imperial College mechanism (http://www.imperial.ac.uk/electrical-engineering/study/phd/). I will consider applications as they arrive, so earlier applications are encouraged. EU students from outside the UK are particularly encouraged to apply early because any offer made before Brexit will be respected on the basis of current rules, while the status of offers made after Brexit may be more complicated if a no deal Brexit goes ahead (although this is unlikely as the UK parliament has declared that to be illegal, but you never know). For more information on Brexit: https://www.imperial.ac.uk/about/imperial-and-the-european-union/support-for... Before applying, please make sure you meet the Imperial College exam grade requirements: * General requirements: https://www.imperial.ac.uk/study/pg/apply/requirements/ * Country-specific minimum grades: https://www.imperial.ac.uk/study/pg/apply/requirements/pgacademic/ Dan Goodman