Search & Display Options
Search within Results:
Field:
author
title
year
keywords
abstract
type
contains:
...
Exclude matches
Display Options:
Field:
all fields
keywords & abstract
additional fields
records per page
Select All
Deselect All
[11–20]
<<
21
22
23
24
25
26
27
28
>>
List View
|
Citations
|
Details
Records
Links
Author
Aura Hernandez-Sabate; Jose Elias Yauri; Pau Folch; Miquel Angel Piera; Debora Gil
Title
Recognition of the Mental Workloads of Pilots in the Cockpit Using EEG Signals
Type
Journal Article
Year
2022
Publication
Applied Sciences
Abbreviated Journal
APPLSCI
Volume
12
Issue
5
Pages
2298
Keywords
Cognitive states; Mental workload; EEG analysis; Neural networks; Multimodal data fusion
Abstract
The commercial flightdeck is a naturally multi-tasking work environment, one in which interruptions are frequent come in various forms, contributing in many cases to aviation incident reports. Automatic characterization of pilots’ workloads is essential to preventing these kind of incidents. In addition, minimizing the physiological sensor network as much as possible remains both a challenge and a requirement. Electroencephalogram (EEG) signals have shown high correlations with specific cognitive and mental states, such as workload. However, there is not enough evidence in the literature to validate how well models generalize in cases of new subjects performing tasks with workloads similar to the ones included during the model’s training. In this paper, we propose a convolutional neural network to classify EEG features across different mental workloads in a continuous performance task test that partly measures working memory and working memory capacity. Our model is valid at the general population level and it is able to transfer task learning to pilot mental workload recognition in a simulated operational environment.
Address
February 2022
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
ISBN
Medium
Area
Expedition
Conference
Notes
IAM; ADAS; 600.139; 600.145; 600.118
Approved
no
Call Number
Admin @ si @ HYF2022
Serial
3720
Permanent link to this record
Author
A.F. Sole; Antonio Lopez; G. Sapiro
Title
Crease Enhancement Diffusion
Type
Journal Article
Year
2001
Publication
Computer Vision and Image Understanding, 84(2): 241–248 (IF: 1.298)
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Address
New York; USA
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
ISBN
Medium
Area
Expedition
Conference
Notes
ADAS
Approved
no
Call Number
ADAS @ adas @ SLS2001
Serial
485
Permanent link to this record
Select All
Deselect All
[11–20]
<<
21
22
23
24
25
26
27
28
>>
List View
|
Citations
|
Details