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. Please see 'PhD project' section or feihelab.github.io for more 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 the Associate Editor of IET Healthcare Technology Letters, and editorial board member of Frontiers in Computational Neuroscience/Neuroinformatics. I have served as reviewer for international funding bodies (including EPSRC, Royal Society), and the reviewer for a number of peer-reviewed journals (including 4 IEEE Transactions, Proceedings of IEEE, Automatica, IET Systems Biology, Biophysical Journal, Cereb. Cortex, Int. J. Control, Entropy). Currently, I am a member of the UKRI Future Leaders Fellowships (FLF) peer review college, and a Senior Member of IEEE.
For more details about my group's research, please visit my personal webpage at: feihelab.github.io
Teaching:
News - Our recent paper Characterising Alzheimer's Disease with EEG-based Energy Landscape Analysis has been selected as the front cover featured article of the current issue of IEEE Journal of Biomedical and Health Informatics.
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, or apply for a postdoc Fellowship or a visiting position, please get in touch with me.
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Associate Editor, IET Healthcare Technology Letters, Institute of Engineering and Technology (IET)
Sep 2022 → …
Editorial Board Member, Frontiers in Neuroinformatics
Jun 2022 → …
Member, UKRI Talent Peer Review College (PRC)
Jul 2021 → …
Editorial Board Member, Frontiers in Computational Neuroscience
Mar 2020 → …
Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › 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 (Associate Editor)
Activity: Publication peer-review and editorial work › Editorial activity
Fei He (Guest Editor)
Activity: Publication peer-review and editorial work › Editorial activity
Fei He (Member)
Activity: Membership › Membership of committee
Fei He (Editorial Board Member)
Activity: Publication peer-review and editorial work › Editorial activity