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Publications

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2017

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)

Minqiang, Huang; Daly, Ian; Xingyu, Wang; Jing, Jin

A pleasant auditory brain computer interface using natural environment sounds (Conference)

Graz BCI conference 2017, 2017.

(BibTeX | Tags: BCI, EEG, ERP)

2016

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

Affective Brain-Computer Music Interfacing (Journal Article)

Journal of Neural Engineering, (accepted) , 2016.

(BibTeX | Tags: aBCMI, Affective composition, BCI, BCMI, Case based reasoning, EEG, Emotion, Hybrid BCI, Music generation)

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

Music-induced emotions can be predicted from a combination of brain activity and acoustic features

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

Music-induced emotions can be predicted from a combination of brain activity and acoustic features (Journal Article)

Brain and Cognition, 101 , pp. 1-11, 2015.

(Abstract | Links | BibTeX | Tags: Acoustic features, EEG, Emotion, Music)

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)

FORCe: Fully Online and automated artifact Removal for brain-Computer interfacing

Daly, Ian; Billinger, Martin; Scherer, Reinhold; Müller-Putz, Gernot

FORCe: Fully Online and automated artifact Removal for brain-Computer interfacing (Journal Article)

IEEE in Transactions on Neural Systems & Rehabilitation Engineering, 23 (5), pp. 725-736, 2015.

(Abstract | Links | BibTeX | Tags: Artefact removal, BCI, EEG, ICA, Tools, Wavelets)

Automated identification of neural correlates of continuous variables

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

Automated identification of neural correlates of continuous variables (Journal Article)

Journal of Neuroscience Methods, 242 , pp. 65–71, 2015.

(Abstract | Links | BibTeX | Tags: EEG, Feature selection)

2014

Daly, Ian; Roesch, Etienne; Weaver, James; Nasuto, Slawomir

Machine learning to identify neural correlates of music and emotions (Book Chapter)

Eduardo Reck Miranda, Julien Castet (Ed.): pp. 89-103, Springer, 2014, ISBN: 978-1-4471-6583-5.

(Abstract | Links | BibTeX | Tags: EEG, Emotion, Machine learning, Models of emotion, Music)

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)

Changes in music tempo entrain movement related brain activity

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

Changes in music tempo entrain movement related brain activity (Conference)

Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE, IEEE, 2014, ISSN: 1557-170X.

(Links | BibTeX | Tags: EEG, Entrainment, ERD, Music, Tempo)

Neural correlates of emotional responses to music: an EEG study

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

Neural correlates of emotional responses to music: an EEG study (Journal Article)

Neuroscience letters, 573 , pp. 52–57, 2014.

(Abstract | Links | BibTeX | Tags: Asymmetry, EEG, Emotion, Functional connectivity, Music)

2013

Daly, Ian; Scherer, Reinhold; Müller-Putz, Gernot

A population search algorithm for multiple clustered solutions: application to EEG connectivity (Conference)

Proceedings of BiomMed 2013, 2013.

(BibTeX | Tags: EEG, Feature selection, Machine learning, Population search)

Automated artifact removal from the electroencephalogram; a comparative study

Daly, Ian; Nicolaou, Nicoletta; Nasuto, Slawomir; Warwick, Kevin

Automated artifact removal from the electroencephalogram; a comparative study (Journal Article)

Clinical EEG and Neuroscience, 44 (4), pp. 291-306, 2013.

(Abstract | Links | BibTeX | Tags: Artefact removal, EEG, ICA, MSSA, Wavelets)

Testing for significance of phase synchronisation dynamics in the EEG

Daly, Ian; Sweeney-Reed, Catherine; Nasuto, Slawomir

Testing for significance of phase synchronisation dynamics in the EEG (Journal Article)

Journal of Computational Neuroscience, 34 (3), pp. 411-432, 2013.

(Abstract | Links | BibTeX | Tags: EEG, Functional connectivity, Markov models, Semi-Markov models, Significance testing)

On the automated removal of artifacts related to head movement from the EEG

Daly, Ian; Billinger, Martin; Scherer, Reinhold; Muller-Putz, Gernot

On the automated removal of artifacts related to head movement from the EEG (Journal Article)

IEEE Transactions on Neural Systems and Rehabilitation Engineering, 21 (3), pp. 427 - 434, 2013, ISSN: 1534-4320.

(Abstract | Links | BibTeX | Tags: Artefact removal, EEG, EMG, Head movement, ICA)

Chen, Xiaogang; Bin, Guangyu; Daly, Ian; Gao, Xiaorong

Event-related desynchronization (ERD) in the alpha band during a hand mental rotation task (Journal Article)

Neuroscience Letters, 541 , pp. 238-242, 2013.

(Abstract | Links | BibTeX | Tags: EEG, ERD, Hand rotation)

2012

Daly, Ian; Grissmann, Sebastian; Brunner, Clemens; Allison, Brendan; Müller-Putz, Gernot

Hybrid BCI classification via dynamic re-weighting (Conference)

Proceedings of the 3rd TOBI workshop, Würzburg, Germany, 2012.

(Abstract | BibTeX | Tags: Classifier, EEG, ERD, Hybrid BCI, SSVEP)

Pfurtscheller, Gert; Daly, Ian; Bauernfeind, Gunther; Muller-Putz, Gernot

Coupling between intrinsic prefrontal HbO2 and central EEG beta power oscillations in the resting brain (Journal Article)

PLOS One, 7 (8), pp. 1-9, 2012.

(Abstract | Links | BibTeX | Tags: Beta coupling, EEG, fNIRS, Resting state)

Daly, Ian; Pichiorri, Floriana; Faller, Josef; Kaiser, Vera; Kreilinger, Alex; Scherer, Reinhold; Müller-Putz, Gernot

What does clean EEG look like? (Conference)

Conf Proc IEEE Eng Med Biol Soc., IEEE, 2012, ISBN: 978-1-4244-4119-8.

(Abstract | Links | BibTeX | Tags: Artefact removal, Differential evolution, EEG, Quality metrics)

2011

Portelli, Anthony; Daly, Ian; Spencer, Mathew; Nasuto, Slawomir

Low Cost Brain Computer Interface First Results (Conference)

Proceedings of the 5th International Brain-Computer Interface Conference 2011, 2011.

(Abstract | Links | BibTeX | Tags: BCI, EEG, Low-cost BCI)

Phase Synchronisation in Brain Computer Interfacing

Daly, Ian

Phase Synchronisation in Brain Computer Interfacing (PhD Thesis)

School of Systems Engineering, 2011.

(Abstract | Links | BibTeX | Tags: Artefact removal, BCI, EEG, Feature selection, Functional connectivity, Machine learning, Neural mass models, Phase synchronisation, PhD, Significance testing, Thesis)

2009

Williams, Nitin; Daly, Ian; Nasuto, Slawomir; Saddy, Doug; Warwick, Kevin

ERP classification using Empirical mode decomposition (Conference)

Proceedings of the Post-graduate conference on biomendical signal processing, Oxford, UK, 2009.

(Links | BibTeX | Tags: EEG, Empirical mode decomposition, Event-related potentials)

Phase resetting as a mechanism of ERP generation: evidence from the power spectrum

Daly, Ian; Nasuto, Slawomir; Warwick, Kevin

Phase resetting as a mechanism of ERP generation: evidence from the power spectrum (Conference)

Proceedings of the Post-graduate conference on biomendical signal processing, Oxford, UK, 2009.

(Abstract | Links | BibTeX | Tags: EEG, Event-related potentials, Phase resetting)

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)