A Comparison of Classification Algorithms for Brain Computer Interface in Drug Craving Treatment
Contributo in Atti di convegno
Data di Pubblicazione:
2015
Citazione:
(2015). A Comparison of Classification Algorithms for Brain Computer Interface in Drug Craving Treatment [conference presentation - intervento a convegno]. Retrieved from http://hdl.handle.net/10446/55952
Abstract:
In this paper, the use of Brain Computer Interfaces (BCIs) is proposed as a means to recover patients from craving diseases, with the aim of a clinical protocol. In order to understanding the BCI messages, a classification algorithm based on logistic regression has been developed. The choice was dictated by a comparison with other known classification techniques of different reasoning type, highlighting the pros and cons of them. Finally, a result regarding the brain areas which are more involved during the activity is reported.
Tipologia CRIS:
1.4.01 Contributi in atti di convegno - Conference presentations
Elenco autori:
Mazzoleni, Mirko; Previdi, Fabio
Link alla scheda completa:
Titolo del libro:
9th IFAC Symposium on Biological and Medical Systems BMS 2015 Berlin, Germany, 31 August-2 September 2015
Pubblicato in: