Genetic Programming Based Approach for Synchronization with Parameter Mismatches in EEG
| dc.contributor.author | Ahalpara, Dilip P. | en_US |
| dc.contributor.author | Arora, Siddharth | en_US |
| dc.contributor.author | SANTHANAM, M. S. | en_US |
| dc.contributor.department | Dept. of Physics | en_US |
| dc.date.accessioned | 2022-06-15T06:37:10Z | |
| dc.date.available | 2022-06-15T06:37:10Z | |
| dc.date.issued | 2009 | en_US |
| dc.description.abstract | Effects of parameter mismatches in synchronized time series are studied first for an analytical non-linear dynamical system (coupled logistic map, CLM) and then in a real system (Electroencephalograph (EEG) signals). The internal system parameters derived from GP analysis are shown to be quite effective in understanding aspects of synchronization and non-synchronization in the two systems considered. In particular, GP is also successful in generating the CLM coupled equations to a very good accuracy with reasonable multi-step predictions. It is shown that synchronization in the above two systems is well understood in terms of parameter mismatches in the system equations derived by GP approach. | en_US |
| dc.identifier.doi | https://doi.org/10.1007/978-3-642-01181-8_2 | en_US |
| dc.identifier.isbn | 978-3-642-01180-1 | |
| dc.identifier.isbn | 978-3-642-01181-8 | |
| dc.identifier.other | Part of the Lecture Notes in Computer Science book series (LNTCS,volume 5481) | en_US |
| dc.identifier.sourcetitle | EuroGP 2009: Genetic Programming | en_US |
| dc.identifier.uri | https://link.springer.com/chapter/10.1007/978-3-642-01181-8_2 | |
| dc.identifier.uri | http://dr.iiserpune.ac.in:8080/xmlui/handle/123456789/7073 | |
| dc.language.iso | en | en_US |
| dc.publication.originofpublisher | Foreign | en_US |
| dc.publisher | Springer Nature | en_US |
| dc.subject | Physics | en_US |
| dc.subject | 2009 | en_US |
| dc.title | Genetic Programming Based Approach for Synchronization with Parameter Mismatches in EEG | en_US |
| dc.type | Conference Papers | en_US |