Type

Conference Proceedings

Authors

Touradj Ebrahimi
Ashkan Yazdani
Alan F. Smeaton
Peter Wilkins
Graham Healy
Christos Ampatzis
Marek Rucinski
Luca Rossini
Dario Izzo

Subjects

Computer Science

Topics
image processing brain computer interfaces image classification curiosity cloning artificial intelligence p300 erp signal processing microelectronics

Curiosity cloning: neural analysis of scientific knowledge (2009)

Abstract Event-related potentials (ERPs) are indicators of brain activity related to cognitive processes. They can be de- tected from EEG signals and thus constitute an attractive non-invasive option to study cognitive information pro- cessing. The P300 wave is probably the most celebrated example of an event-related potential and it is classically studied in connection to the odd-ball paradigm experi- mental protocol, able to consistently provoke the brain wave. We propose the use of P300 detection to identify the scientific interest in a large set of images and train a computer with machine learning algorithms using the subject’s responses to the stimuli as the training data set. As a first step, we here describe a number of experiments designed to relate the P300 brain wave to the cognitive processes related to placing a scientific judgment on a picture and to study the number of images per seconds that can be processed by such a system.
Collections Ireland -> Dublin City University -> Status = Published
Ireland -> Dublin City University -> Subject = Engineering: Signal processing
Ireland -> Dublin City University -> Subject = Engineering: Microelectronics
Ireland -> Dublin City University -> Subject = Engineering
Ireland -> Dublin City University -> DCU Faculties and Centres = Research Initiatives and Centres
Ireland -> Dublin City University -> Publication Type = Conference or Workshop Item
Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools: Faculty of Engineering and Computing: School of Computing
Ireland -> Dublin City University -> Subject = Computer Science: Artificial intelligence
Ireland -> Dublin City University -> Subject = Computer Science: Image processing
Ireland -> Dublin City University -> Subject = Computer Science
Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools
Ireland -> Dublin City University -> DCU Faculties and Centres = Research Initiatives and Centres: CLARITY: The Centre for Sensor Web Technologies
Ireland -> Dublin City University -> DCU Faculties and Centres = DCU Faculties and Schools: Faculty of Engineering and Computing

Full list of authors on original publication

Touradj Ebrahimi, Ashkan Yazdani, Alan F. Smeaton, Peter Wilkins, Graham Healy, Christos Ampatzis, Marek Rucinski, Luca Rossini, Dario Izzo

Experts in our system

1
Alan F. Smeaton
Dublin City University
Total Publications: 492
 
2
Graham Healy
Dublin City University
Total Publications: 34