Research output per year
Research output per year
Dr
Accepting PhD Students
PhD projects
Statistical machine learning, Nonlinear signal processing, System identification, Network inference, Computational neuroscience. I have fully-funded PhD studentships with Singapore A*STAR (Sep 2021 entry) on ML and network inference for computational neuroscience/biology, see 'PhD project' section or feihelab.github.io for details.
Research activity per year
I joined Coventry University as a Senior Lecturer in Data Science in 2018. Before joining Coventry, I previously held research positions at Imperial College London (Theoretical Systems Biology group), University of Sheffield, and University of Manchester (Manchester Centre for Integrative Systems Biology). My research has focused on developing statistical machine learning and control systems engineering approaches to study the complex regulatory mechanisms in cellular (metabolic, genetic) networks, as well as complex nonlinear interactions in human brain network that relate to neurological disorders/diseases (e.g. Alzheimer’s disease, seizures).
I received a PhD and an MSc (distinction) in control engineering from the University of Manchester. I am editorial board member of Frontiers in Computational Neuroscience, and have served as reviewer for a number of peer-reviewed journals (including 4 IEEE Transactions, Proceedings of IEEE, Automatica, IET Systems Biology, Biophysical Journal, Int. J. Syst Science, Entropy). I am also the reviewer for international funding bodies (including EPSRC).
You can find my personal webpage at: feihelab.github.io
Teaching:
News - I am co-editing a Special Issue for Frontiers in Computational Neuroscience & Frontiers in Neuroinformatics on Nonlinear Connectivity, Causality and Information Processing in Neuroscience. Please confirm your participation now & submit your abstract by 15 June, 2021!
Computational Neuroscience - Nonlinear systems identification, Signal processing and Causality analysis
Computational Systems Biology
If you are interested to do a PhD in statistical machine learning, nonlinear signal processing/system identification, network science with possible applications in neuroscience or systems biology, please get in touch with me.
Research output: Contribution to journal › Article
Research output: Contribution to journal › Article
Research output: Contribution to journal › Review article › peer-review
Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
Research output: Contribution to journal › Article › peer-review
Fei He (Guest Editor)
Activity: Publication peer-review and editorial work › Editorial activity
Fei He (Editorial Board Member)
Activity: Publication peer-review and editorial work › Editorial activity
Fei He (Speaker)
Activity: Talk or presentation › Invited talk
Fei He (Speaker)
Activity: Talk or presentation › Invited talk