Brain wave analysis and modelling with graph signal processing
Brain wave analysis and modelling is an increasingly important research area, not least because of its applications in bio-medicine, rehabilitation, and next-generation human-computer interfaces.
This PhD project will use graph signal processing in order to analyse and model the signals that are captured using a grid of brain signal (EEG) sensors. Graph signal processing will allow the study of these signals by taking into account the locations of the respective sensors on the head and the underlying brain functions. This approach will enable the formulation of advanced brain models. The resultant brain models will be combined with machine learning techniques (deep neural networks) in order to develop intelligent systems that can interpret human thinking for the purpose of controlling devices or communicating non-verbally with the environment.
How to apply
If you are interested in applying for the above PhD topic please follow the steps below:
- Contact the supervisor by email or phone to discuss your interest and find out if you woold be suitable. Supervisor details can be found on this topic page. The supervisor will guide you in developing the topic-specific research proposal, which will form part of your application.
- Click on the 'Apply here' button on this page and you will be taken to the relevant PhD course page, where you can apply using an online application.
- Complete the online application indicating your selected supervisor and include the research proposal for the topic you have selected.
This is a self funded topic
Brunel offers a number of funding options to research students that help cover the cost of their tuition fees, contribute to living expenses or both. See more information here: https://www.brunel.ac.uk/research/Research-degrees/Research-degree-funding. The UK Government is also offering Doctoral Student Loans for eligible students, and there is some funding available through the Research Councils. Many of our international students benefit from funding provided by their governments or employers. Brunel alumni enjoy tuition fee discounts of 15%.