TNT: Tracking Network dynamics with Tensor factorisations. Application to the human Chronnectome in Alzheimer's disease

Escudero Rodriguez, Javier (Principal Investigator)

Status	Finished
Effective start/end date	1/04/16 → 14/05/17

Funding

EPSRC: £123,787.00

5 Article
4 Conference contribution

Tensor decomposition of TMS-induced EEG oscillations reveals data-driven profiles of antiepileptic drug effects
Tangwiriyasakul, C., Premoli, I., Spyrou, L., Chin, R., Escudero, J. & Richardson, M. P., 19 Nov 2019, In: Scientific Reports. 9, 11 p., 17057.
Research output: Contribution to journal › Article › peer-review

Open Access
File
Weighted network estimation by the use of topological graph metrics
Spyrou, L. & Escudero, J., 4 Sept 2019, In: IEEE Transactions on Network Science and Engineering. 6, 3, p. 576-586 11 p.
Research output: Contribution to journal › Article › peer-review

Open Access
File
Complex tensor factorisation with PARAFAC2 for the estimation of brain connectivity from the EEG
Spyrou, L., Parra Rodriguez, M. & Escudero, J., 9 Jan 2019, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 27, 1, p. 1-12
Research output: Contribution to journal › Article › peer-review

Open Access
File

Matlab codes related to "Weighted network estimation by the use of topological graph metrics"
Escudero Rodriguez, J. (Creator) & Spyrou, L. (Creator), Edinburgh DataShare, 29 Jun 2018
DOI: 10.7488/ds/2369, https://datashare.is.ed.ac.uk/handle/10283/3110
Dataset

3rd place Award in the EMBC17 international student paper competition
Kinney-lang, Eli (Recipient), Spyrou, Loukianos (Recipient), Ebied, Ahmed (Recipient), Chin, Richard (Recipient) & Escudero Rodriguez, Javier (Recipient), Jul 2017
Prize: Prize (including medals and awards)

1 Invited talk

Exploring the use of tensor factorisations to improve functional connectivity estimations from EEG activity
Javier Escudero Rodriguez (Keynote speaker), Loukianos Spyrou (Contributor) & Mario Alfredo Parra (Contributor)
30 Aug 2018
Activity: Academic talk or presentation types › Invited talk