Novel techniques for stochastic modelling of time-dependent multivariate relationships with application to primary visual cortex

Onken, Arno (Principal Investigator)

Status	Finished
Effective start/end date	1/03/19 → 31/08/22

Funding

EPSRC: £368,059.00

5 Article
1 Poster

Discovering Low-Dimensional Descriptions of Multineuronal Dependencies
Mitskopoulos, L. & Onken, A., 6 Jul 2023, In: Entropy. 25, 7, p. 1-16 1026.
Research output: Contribution to journal › Article › peer-review

Open Access
File
Mixed vine copula flows for flexible modeling of neural dependencies
Mitskopoulos, L., Amvrosiadis, T. & Onken, A., 23 Sept 2022, In: Frontiers in Neuroscience. 16, 15 p., 910122.
Research output: Contribution to journal › Article › peer-review

Open Access
File
Parametric Copula-GP model for analyzing multidimensional neuronal and behavioral relationships
Kudryashova, N., Amvrosiadis, T., Dupuy, N., Rochefort, N. L. & Onken, A., 28 Jan 2022, In: PLoS Computational Biology. 18, 1, p. 1-30 30 p., e1009799.
Research output: Contribution to journal › Article › peer-review

Open Access
File