%0 Conference Paper %1 marchesi:1997:deeGP %A Marchesi, Bruno %A Stelle, Alvaro Luiz %A Lopes, Heitor Silverio %B Proceedings - 19th International Conference - IEEE/EMBS %C Chicago, IL. USA %D 1997 %K EEG algorithms, genetic processing, programming, signal %P 1198--1201 %T Detection of Epileptic Events using Genetic Programming %X This paper presents a method using genetic programming for automatic detection of 3 Hz spike-and-slow- wave complexes, that are a characteristic of typical absences, in electroencephalogram (EEG) signals. Training features are extracted from 1s EEG frames, randomly chosen from pre-recorded files. The frames are visually classified as spike-and-slow-wave complexes (SASWC) or non-spike- and-slow-wave complexes (NSASWC). Genetic programming techniques are then applied to these data to build a program capable of recognizing such complexes.

@inproceedings{marchesi:1997:deeGP, abstract = {This paper presents a method using genetic programming for automatic detection of 3 Hz spike-and-slow- wave complexes, that are a characteristic of typical absences, in electroencephalogram (EEG) signals. Training features are extracted from 1s EEG frames, randomly chosen from pre-recorded files. The frames are visually classified as spike-and-slow-wave complexes (SASWC) or non-spike- and-slow-wave complexes (NSASWC). Genetic programming techniques are then applied to these data to build a program capable of recognizing such complexes.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Chicago, IL. USA}, author = {Marchesi, Bruno and Stelle, Alvaro Luiz and Lopes, Heitor Silverio}, biburl = {https://www.bibsonomy.org/bibtex/27c32380f50fe4da37b4d77c42a04945e/brazovayeye}, booktitle = {Proceedings - 19th International Conference - IEEE/EMBS}, file = {embs98.pdf}, interhash = {c8cfc4a33f74359de58d2ee98156a399}, intrahash = {7c32380f50fe4da37b4d77c42a04945e}, keywords = {EEG algorithms, genetic processing, programming, signal}, month = {October 30 - November 2}, organisation = {IEEE}, pages = {1198--1201}, size = {4 pages}, timestamp = {2008-06-19T17:46:14.000+0200}, title = {Detection of Epileptic Events using Genetic Programming}, year = 1997 }