Type

Conference Proceedings

Authors

Alan F. Smeaton
Tomas E. Ward
Cathal Gurrin
Zhengwei Wang
Graham Healy

Subjects

Computer Science

Topics
machine learning biomedical engineering brain computer interface signal processing artificial intelligence information retrieval neuroscience image search

An EEG Image-search dataset: a first-of-its-kind in IR/IIR. NAILS: neurally augmented image labelling strategies (2017)

Abstract In this work we emphasize the need for and we describe a first- of-its-kind RSVP (Rapid Serial Visual Presentation) - EEG (Elec- troencephalography) dataset to be released as part of the NTCIR-13 NAILS (Neurally Augmented Image Labelling Strategies) task at the NTCIR-13 participation conference. The dataset is used to support a collaborative evaluation task in which participating researchers benchmark machine-learning strategies against each other. The experimental protocol used to capture the dataset is designed to encompass a broad range of image search activities and coincident neural signals. Here, we outline the experimental protocol used to capture the dataset alongside discussing the motivation behind its construction.
Collections 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 -> Status = Published
Ireland -> Dublin City University -> Subject = Biological Sciences: Neuroscience
Ireland -> Dublin City University -> Subject = Computer Science: Information retrieval
Ireland -> Dublin City University -> DCU Faculties and Centres = Research Initiatives and Centres: INSIGHT Centre for Data Analytics
Ireland -> Dublin City University -> Subject = Engineering: Biomedical engineering
Ireland -> Dublin City University -> Subject = Computer Science: Machine learning

Full list of authors on original publication

Alan F. Smeaton, Tomas E. Ward, Cathal Gurrin, Zhengwei Wang, Graham Healy

Experts in our system

1
Alan F. Smeaton
Dublin City University
Total Publications: 475
 
2
Tomas Ward
Maynooth University
Total Publications: 177
 
3
Cathal Gurrin
Dublin City University
Total Publications: 206
 
4
Zhengwei Wang
Dublin City University
Total Publications: 6
 
5
Graham Healy
Dublin City University
Total Publications: 28