Prediction of attentional focus from respiration with simple feed-forward and time delay neural networks

Michael Christopher Melnychuk; Peter R. Murphy; Ian H. Robertson; Joshua H. Balsters; Paul M. Dockree

doi:10.1007/s00521-020-04841-7

Prediction of attentional focus from respiration with simple feed-forward and time delay neural networks

Michael Christopher Melnychuk
, Peter R. Murphy
, Ian H. Robertson
, Joshua H. Balsters
, Paul M. Dockree

Department of Psychology

Research output: Contribution to journal › Article › peer-review

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Original language	English
Pages (from-to)	1-10
Number of pages	10
Journal	Neural Computing and Applications
DOIs	https://doi.org/10.1007/s00521-020-04841-7
Publication status	Published - 30 Mar 2020

Keywords

Attention
Neural network
Prediction
Respiration
Time delay

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10.1007/s00521-020-04841-7

Accepted ManuscriptAccepted author manuscript, 6.39 MB

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title = "Prediction of attentional focus from respiration with simple feed-forward and time delay neural networks",

keywords = "Attention, Neural network, Prediction, Respiration, Time delay",

author = "Melnychuk, \{Michael Christopher\} and Murphy, \{Peter R.\} and Robertson, \{Ian H.\} and Balsters, \{Joshua H.\} and Dockree, \{Paul M.\}",

year = "2020",

month = mar,

day = "30",

doi = "10.1007/s00521-020-04841-7",

language = "English",

pages = "1--10",

journal = "Neural Computing and Applications",

issn = "0941-0643",

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T1 - Prediction of attentional focus from respiration with simple feed-forward and time delay neural networks

AU - Melnychuk, Michael Christopher

AU - Murphy, Peter R.

AU - Robertson, Ian H.

AU - Balsters, Joshua H.

AU - Dockree, Paul M.

PY - 2020/3/30

Y1 - 2020/3/30

KW - Attention

KW - Neural network

KW - Prediction

KW - Respiration

KW - Time delay

UR - https://www.scopus.com/pages/publications/85082933159

U2 - 10.1007/s00521-020-04841-7

DO - 10.1007/s00521-020-04841-7

M3 - Article

AN - SCOPUS:85082933159

SN - 0941-0643

SP - 1

EP - 10

JO - Neural Computing and Applications

JF - Neural Computing and Applications

ER -

Prediction of attentional focus from respiration with simple feed-forward and time delay neural networks

Keywords

Access to Document

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Cite this