| Paper ID | BIO-5.1 |
| Paper Title |
MUTUAL INFORMATION FLOWS IN A BIVARIATE POINT PROCESS |
| Authors |
Syed Ahmed Pasha, Air University, Pakistan; Victor Solo, University of New South Wales, Australia |
| Session | BIO-5: Neuroimaging and Neural Signal Processing |
| Location | Gather.Town |
| Session Time: | Tuesday, 08 June, 14:00 - 14:45 |
| Presentation Time: | Tuesday, 08 June, 14:00 - 14:45 |
| Presentation |
Poster
|
| Topic |
Biomedical Imaging and Signal Processing: [BIO] Biomedical signal processing |
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| Virtual Presentation |
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| Abstract |
In a range of network system identification problems point processes are the nodal signals. In many of these applications a fundamental question involves characterizing the internodal dynamics. Here we address that question using mutual information flows and establish a connection with Granger causality. We show how to compute the mutual information flow between the two components of a bivariate Hawkes process. We illustrate with some simulations and data analysis. |
