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Publications

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2017

Daly, Ian; Williams, Duncan; Malik, Asad; Weaver, James; Kirke, Alexis; Hwang, Faustina; Miranda, Eduardo; Nasuto, Slawomir

Personalised, Multi-modal, Affective State Detection for Hybrid Brain-Computer Music Interfacing (Journal Article)

IEEE Transactions on Affective Computing, 2017.

(Abstract | BibTeX | Tags: Affective computing, BCI, Classification, Feature selection, Machine learning)

Daly, Ian

Affective Brain-Computer Interfacing and Methods for Affective State Detection (Book Chapter)

Nam, Chang; Nijholt, Anton; Lotte, Fabien (Ed.): BRAIN-COMPUTER INTERFACES HANDBOOK Technological and Theoretical Advances , Chapter 8, 2017.

(BibTeX | Tags: BCI, BCMI, Classification, EEG, Emotion, Music)

2016

Daly, Ian; Williams, Duncan; Kirke, Alexis; Weaver, James; Malik, Asad; Hwang, Faustina; Wairagkar, Maitreyee; Miranda, Eduardo; Nasuto, Slawomir

An Affective Brain-Computer Music Interface (Conference)

BCI meeting 2016, 2016.

(BibTeX | Tags: Affective computing, BCMI, Classification, EEG, Music generation)

Wairagkar, Maitreyee; Daly, Ian; Hayashi, Yoshikatsu; Nasuto, Slawomir

Autocorrelation based EEG Dynamics depicting Motor Intention (Conference)

BCI Meeting 2016, 2016.

(BibTeX | Tags: Autocorrelation, BCI, Classification, EEG, ERD)

2015

Daly, Ian; Williams, Duncan; Malik, Asad; Weaver, James; Hwang, Faustina; Kirke, Alexis; Eduardo Miranda,; Nasuto, Slawomir

Identifying music-induced emotions from EEG for use in brain-computer music interfacing (Conference)

Proceedings of the 4th workshop on affective brain-computer interfaces at the ACII 2015, 2015.

(Abstract | Links | BibTeX | Tags: Affective computing, BCMI, Classification, EEG, Music generation)

2014

Wairagkar, Maitreyee; Daly, Ian; Hayashi, Yoshikatsu; Nasuto, Slawomir

Novel single trial movement classification based on temporal dynamics of EEG (Conference)

Proceedings of the Graz Brain-computer interface conference 2014, 2014.

(Abstract | Links | BibTeX | Tags: Autocorrelation, BCI, Classification, EEG, ERD, Motor imagery)

2013

Jin, Jing; Sellers, Eric; Zhang, Yu; Daly, Ian; Wang, Xingyu; Cichocki, Andrzej

Whether generic model works for rapid ERP-based BCI calibration (Journal Article)

Journal of Neuroscience Methods, 212 (1), pp. 94-99, 2013.

(Abstract | Links | BibTeX | Tags: BCI, Classification, Event-related potentials, Generic model)

2012

Billinger, Martin; Daly, Ian; Kaiser, Vera; Jin, Jing; Allison, Brendan; Müller-Putz, Gernot; Brunner, Clemens

Is it Significant? Guidelines for Reporting BCI Performance (Book Chapter)

Brendan Z. Allison Stephen Dunne, Robert Leeb José Del Millán Anton Nijholt (Ed.): pp. 333-354, Springer, 2012, ISBN: 978-3-642-29745-8.

(Abstract | Links | BibTeX | Tags: BCI, Classification, Information transfer rate, Significance testing)

2008

Towards natural human computer interaction in BCI

Daly, Ian; Nasuto, Slawomir; Warwick, Kevin

Towards natural human computer interaction in BCI (Conference)

Proceedings of the International symposium on artificial intelligence and simulated behaviour, Aberdeen, UK, AISB 2008.

(Abstract | Links | BibTeX | Tags: BCI, Classification, EEG, Speech)