Junheng Li

Project title: Investigation of the falling asleep brain dynamics and its closed-loop augmentation strategy
Supervisor: Dr Nir Grossman
Location: Burlington Danes Building, Hammersmith Hospital Campus

About Me

I am a CSC (China Scholarship Council) Imperial fully funded PhD student with Dr. Nir Grossman. I graduated from Xidian University in 2017 and then MSc with distinction from Imperial in 2018, all specialising in engineering and signal processing. And now, I am very eagerly applying my engineering expertise into the neuroscience research, through better understanding of brain signals and machine learning techniques.

Publications

Vinao-Carl ML, Gal-Shohet YR, Rhodes E, Li J, Hampshire A, Sharp DJ, Grossman N. Just a phase? Causal probing reveals spurious phasic dependence of sensory perception. bioRxiv. 2023:2023-08 https://www.biorxiv.org/content/10.1101/2023.08.21.554096v1

Schreglmann S, Wang D, Peach R, Li J, Zhang X, Latorre A, Rhodes E, Panella E, Boyden E, Barahona M, Santaniello S, Bhatia K, Rothwell J, Grossman N, 2020, Non-invasive amelioration of essential tremor via phase-locked disruption of its temporal coherence, Nature Communications, Vol: 12, ISSN: 2041-1723 https://www.nature.com/articles/s41467-020-20581-7
 

Qualifications

  • BEng. in Telecommunications Engineering, Xidian University
  • MSc in Communications and Signal Processing (Distinction), Imperial College London

Research Interests

My PhD focuses on using novel feature-based signal processing technique combined with machine learning to better understand brain signals and exploring mechanisms. Specifically, we are trying to use neuro-modulation techniques to intervene brain activities and facilitate restorative sleep in dementia patients. Novel feature-based analysis approach will be implemented in such brain activity analysis (normally spatio-temporal EEG), and machine learning algorithms are used to find out mechanisms in neuro-intervention, which in turn directs us to optimise the stimulation for better outcomes.

Conferences

  • Presentation in ECR day at Connectome 2021: The brain dynamics during falling asleep;
  • Poster presentation at Computational Neuroscience Society (CNS) conference 2023;

Contact details

Email: junheng.li17@imperial.ac.uk