First steps to the classification of ERPs using quantum computation

Autor: Grégoire Cattan, Anton ANDREEV
Přispěvatelé: CATTAN, Grégoire
Jazyk: angličtina
Rok vydání: 2022
Předmět:
Zdroj: HAL
Popis: In this study, we investigate the performance of a quantum-enhanced support vector classifier for the binary classification of event-related potentials with electroencephalography. The resulting balanced accuracy on the training data was 83.17 %, hence comparing with the results of prior arts. This suggests that QSVC is a promising technology for the classification of event-related potentials.
Databáze: OpenAIRE