| Full text | |
| Author(s): |
Ferreira, Ricardo Felipe
[1]
Total Authors: 1
|
| Affiliation: | [1] Univ Fed Sao Carlos, Dept Stat, BR-13565905 Sao Carlos - Brazil
Total Affiliations: 1
|
| Document type: | Journal article |
| Source: | IEEE TRANSACTIONS ON INFORMATION THEORY; v. 67, n. 8, p. 4939-4947, AUG 2021. |
| Web of Science Citations: | 0 |
| Abstract | |
In this study, we consider directed information between a pair of jointly stationary ergodic finite-valued chains. Assuming that the jointly process loses memory exponentially fast with a positive constant rate, we obtain concentration bounds for the plug-in estimator of the directed information around its expectation and directed information rate. (AU) | |
| FAPESP's process: | 13/07699-0 - Research, Innovation and Dissemination Center for Neuromathematics - NeuroMat |
| Grantee: | Jefferson Antonio Galves |
| Support Opportunities: | Research Grants - Research, Innovation and Dissemination Centers - RIDC |
| FAPESP's process: | 16/12918-0 - Stochastic chains with unbounded memory and application in neuroscience |
| Grantee: | Ricardo Felipe Ferreira |
| Support Opportunities: | Scholarships in Brazil - Doctorate |