Image

Publications

107 entries « 1 of 3 »

2023

Wu, Runze; Jin, Jing; Daly, Ian; Wang, Xingyu; Cichocki, Andrzej

Classification of motor imagery based on multi-scale feature extraction and the channel-temporal attention module Journal Article

In: IEEE Transactions on Neural Systems &Rehabilitation Engineering, 2023.

Links | BibTeX | Tags: BCI, Classification, EEG, Event related (de)/synchronisation, Motor imagery

Armani, Federica; Daly, Ian; Vernitski, Alexei; Gillmeister, Helge; Scherer, Reinhold

'Maths Anxiety and Cognitive States Monitoring for Neuroadaptive Learning Systems Using Electroencephalography Conference

2023 IEEE MetroXRAINE, 2023.

BibTeX | Tags:

Armani, Federica; Daly, Ian; Vernitski, Alexei; Gillmeister, Helge; Scherer, Reinhold

Identification of Math Anxiety and Mental State Monitoring in Neuroadaptive Learning Systems Using Electroencephalography Conference

2023.

BibTeX | Tags: Affective computing, BCI, BCI EEG, EEG

Daly, Ian

Neural decoding of music from the EEG Journal Article

In: Scientific Reports, 2023.

Links | BibTeX | Tags:

2022

Liang, Wei; Jin, Jing; Daly, Ian; Sun, Hao; Wang, Xingyu; Cichocki, Andrzej

Novel channel selection model based on graph convolutional network for motor imagery Journal Article

In: Cognitive Neurodynamics, 2022.

Links | BibTeX | Tags: Channel selection, EEG, Event related (de)/synchronisation, Machine learning, Motor imagery

Al-Taie, Inas; Franco, Paola Di Giuseppantonio Di; Tymkiw, Michael; Williams, Duncan; Daly, Ian

Sonic Enhancement of Virtual Exhibits Journal Article

In: PLoS One, 2022.

BibTeX | Tags: Affective computing, Art, Music generation, Soundscaping

Armani, Federica; Daly, Ian; Gillmeister, Helge; Vernitski, Alexei; Scherer, Reinhold

BCIs for education: future steps for wider use Conference

The 3rd Neuroadaptive Technology Conference, NAT’22, 2022.

BibTeX | Tags: Affective computing, BCI, Education, Mathematics

Wang, Zilu; Li, Jichun; Daly, Ian; Li, Junhua

Machine Learning for Multi-Action Classification of Lower Limbs for BCI Conference

5th International Conference on Computing, Electronics & Communications Engineering (iCCECE '22), 2022.

BibTeX | Tags: BCI, EEG, Machine learning, Motor imagery

Liua, Chang; Jin, Jing; Daly, Ian; Sun, Hao; Huang, Yitao; Wang, Xingyu; AndrzejCichocki,

Bispectrum-based hybrid neural network for motor imagery classification Journal Article

In: Journal of Neuroscience Methods, vol. 375, 2022.

Links | BibTeX | Tags: Classification, Machine learning, Motor imagery

Milan Rybar, Ian Daly

Neural decoding of semantic concepts: A systematic literature review Journal Article

In: Journal of Neural Engineering, 2022.

BibTeX | Tags: BCI, Machine learning, Review, Semantic BCI, Semantic decoding, Systematic review

Liu, Chang; Jin, Jing; Daly, Ian; Li, Shurui; Sun, Hao; Huang, Yitao; Wang, Xingyu; Cichocki, Andrej

SincNet-Based Hybrid Neural Network for Motor Imagery EEG Decoding Journal Article

In: IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 30, 2022.

Links | BibTeX | Tags: Classification, Machine learning, Motor imagery

Fang, Hua; Jin, Jing; Daly, Ian; yu Wang, Xing

Feature Extraction Method Based on Filter Banks and Riemannian Tangent Space in Motor-Imagery BCI Journal Article

In: IEEE Journal of Biomedical and Health Informatics, 2022.

Links | BibTeX | Tags: BCI, EEG, Feature selection, Machine learning

2021

Jin, Jing; Sun, Hao; Daly, Ian; Li, Shurui; Liu, Chang; Wang, Xingyu; Cichocki, Andrzej

A Novel Classification Framework Using the Graph Representations of Electroencephalogram for Motor Imagery based Brain-Computer Interface Journal Article

In: IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2021.

Abstract | Links | BibTeX | Tags: BCI, Classification, EEG, ERD, Functional connectivity, Motor imagery

Li, Shurui; Jin, Jing; Daly, Ian; Liu, Chang; Cichocki, Andrzej

Feature Selection method based on Menger Curvature and LDA Theory for a P300 Brain-computer Interface Journal Article

In: Journal of Neural Engineering, 2021.

BibTeX | Tags: BCI, EEG, Feature selection

Williams, Duncan; Daly, Ian; Al-Taie, Inas; Franco, Paola Di Giuseppantonio Di; Tymkiw, Micheal

Neuro-curation: A case study on the use of sonic enhancement of virtual museum exhibits Conference

Audio Mostly 2021, 2021.

BibTeX | Tags: Affective computing, Emotion, Music generation

Li, Shurui; Daly, Ian; Wang, Xingyu; Lam, Hak-Keung; Cichocki, Andrzej

Enhancing P300 based character recognition performance using a combination of ensemble classifiers and a fuzzy fusion method Journal Article

In: Journal of Neuroscience Methods, 2021.

BibTeX | Tags: BCI, Classification, EEG, ERP, Event-related potential, Fuzzy logic, P300

Daly, Ian

Removal of physiological artifacts from simultaneous EEG and fMRI recordings Journal Article

In: Clinical Neurophysiology, 2021.

BibTeX | Tags: Affective computing, Artefact removal, Classification, EEG, fMRI

Torres, Juan Ramirez; Daly, Ian

How to build a fast and accurate Code-Modulated Brain-Computer Interface Journal Article

In: Journal of Neural Engineering, 2021.

BibTeX | Tags: BCI, Classification, cVEP, EEG, ERP, Event-related potential, Feature selection

Jin, Jing; Fang, Hua; Daly, Ian; Xiao, Ruocheng; Miao, Yangyang; Wang, Xingyu; Cichocki, Andrzej

Optimization of Model Training Based on Iterative Minimum Covariance Determinant in Motor-Imagery BCI Journal Article

In: International Journal of Neural Systems, 2021.

BibTeX | Tags: BCI, Classification, EEG, ERD, Machine learning, Motor imagery

Miao, Yangyang; Jin, Jing; Daly, Ian; Zuo, Cili; Wang, Xingyu; Cichocki, Andrzej; Jung, Tzyy-Ping

Learning Common Time-Frequency-Spatial Patterns for Motor Imagery Classification Journal Article

In: IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2021.

Abstract | Links | BibTeX | Tags: BCI, Classification, EEG, ERD, Event-related potential, Machine learning, Motor imagery

Rybar, Milan; Poli, Riccardo; Daly, Ian

Decoding of semantic categories of imagined concepts of animals and tools in fNIRS Journal Article

In: Journal of Neural Engineering, 2021.

BibTeX | Tags: BCI, fNIRS, Semantic decoding

2020

Miao, Yangyang; Chen, Shugeng; Zhang, Xinru; Jin, Jing; Xu, Ren; Daly, Ian; Jia, Jie; Wang, Xingyu; Jung, Andrzej Cichockiand Tzyy-Ping

BCI-Based Rehabilitation on the Stroke in Sequela Stage Journal Article

In: Neural Plasticity, 2020.

Links | BibTeX | Tags: BCI, Motor imagery, stroke rehabilitation

Daly, Ian

Neural component analysis: a spatial filter for electroencephalogram analysis Journal Article

In: Journal of Neuroscience Methods, 2020.

BibTeX | Tags: Classification, EEG, ERP, Event-related potential, Feature selection, Machine learning

Jin, Jing; Liu, Chang; Daly, Ian; Miao, Yangyang; Li, Shurui; Wang, Xingyu; Cichocki, Andrzej

Bispectrum-based Channel Selection for Motor Imagery based Brain-Computer Interfacing Journal Article

In: IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020.

Links | BibTeX | Tags: BCI, Classification, Feature selection, Motor imagery

Jin, Jing; Xiao, Ruocheng; Daly, Ian; Miao, Yangyang; Wang, Xingyu; Cichocki, Andrzej

Internal Feature Selection Method of CSP Based on L1-Norm and Dempster-Shafer Theory Journal Article

In: IEEE Transactions on Neural Networks and Learning Systems, 2020.

BibTeX | Tags: BCI, EEG, Event-related potential, Machine learning

Daly, Ian; Rybar, Milan

Neural component analysis for motor imagery classification Conference

EMBC2020, 2020.

BibTeX | Tags: EEG, ERD, Motor imagery

Ian Daly Milan Rybar, Riccardo Poli

Potential pitfalls of widely used implementations of common spatial patterns Conference

EMBC2020, 2020.

BibTeX | Tags: Classification, EEG, Machine learning

Daly, Ian; Nicolaou, Nicoletta; Williams, Duncan; Hwang, Faustina; Kirke, Alexis; Miranda, Eduardo; Nasuto, Slawomir J.

Neural and physiological data from participants listening to affective music Journal Article

In: Scientific Data, 2020.

Abstract | BibTeX | Tags: Affective composition, Affective computing, BCI, BCMI, Data, EEG, Emotion, fMRI, Music

Daly, Ian; Williams, Duncan

“Hello Computer, How Am I Feeling?”, Case Studies of Neural Technology to Measure Emotions Book Chapter

In: Springer, 2020, ISBN: 978-3-030-34783-3.

Links | BibTeX | Tags: Affective composition, Affective computing, BCI, Emotion, Music, Music generation

Chen, Zongmei; Jin, Jing; Daly, Ian; Zuo, Cili; Wang, Xingyu; Cichocki, Andrzej

The Effects of Visual Attention on Tactile P300 BCI Journal Article

In: Computational Intelligence and Neuroscience, 2020.

BibTeX | Tags: BCI, P300, Tactile BCI

Li, Shurui; Jin, Jing; Daly, Ian; Zuo, Cili; Wang, Xingyu; Cichocki, Andrzej

Comparison of the ERP-Based BCI Performance Among Chromatic (RGB) Semitransparent Face Patterns Journal Article

In: Frontiers Neuroscience, vol. 14, no. 54, pp. 12, 2020.

Abstract | Links | BibTeX | Tags: BCI, ERP, Event-related potential

2019

Jin, Jing; Li, Shurui; Daly, Ian; Miao, Yangyang; Liu, Chang; Wang, Xingyu; Cichocki, Andrzej

The Study of Generic Model Set for Reducing Calibration Time in P300-based Brain-Computer Interface Journal Article

In: IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2019.

Abstract | Links | BibTeX | Tags: BCI, ERP, Event-related potential, Machine learning, P300

Jin, Jing; Miao, Yangyang; Daly, Ian; Zuo, Cili; Hu, Dewen; Cichocki, Andrzej

Correlation-based channel selection and regularized feature optimization for MI-based BCI Journal Article

In: Neural Networks, 2019.

Links | BibTeX | Tags: BCI, Channel selection, EEG, Feature selection, Machine learning, Motor imagery

Daly, Ian; Williams, Duncan; Hwang, Faustina; Kirke, Alexis; Miranda, Eduardo; Nasuto, Slawomir J.

Electroencephalography reflects the activity of sub-cortical brain regions during approach-withdrawal behaviour while listening to music Journal Article

In: Scientific Reports, 2019.

Links | BibTeX | Tags: Affective composition, EEG, Emotion, fMRI, Music, Music generation

Feng, Jiankui; Jin, Jing; Daly, Ian; Zhou, Jiale; Niu, Yugang; Wang, Xingyu; Cichocki, Andrzej

An Optimized Channel Selection Method based on Multi-frequency CSP-rank for Motor Imagery-based BCI system Journal Article

In: Computational Intelligence and Neuroscience, 2019.

BibTeX | Tags: BCI, Feature selection, Machine learning, Motor imagery

Daly, Ian; Bourgaize, Jake; Vernitski, Alexei

Mathematical mindsets increase student motivation: Evidence from the EEG Journal Article

In: Trends in Neuroscience and Education, 2019.

BibTeX | Tags: Affective computing, Education, EEG, Emotion, Mathematical mindsets

Cheng, J; Jin, J; Daly, I; Zhang, Y; Wang, B; Wang, X; Cichocki, A

Effect of a combination of flip and zooming stimuli on the performance of a visual brain-computer interface for spelling Journal Article

In: Biomedical Engineering/Biomedizinische Technik, vol. 64, no. 1, pp. 29-38, 2019.

BibTeX | Tags: BCI, ERP, Event-related potential, Event-related potentials

2018

Williams, Nitin Jonathan; Daly, Ian; Nasuto, Slawomir

Markov Model-based method to analyse time-varying networks in EEG task-related data Journal Article

In: Frontiers in Computational Neuroscience, 2018.

BibTeX | Tags: EEG, Functional connectivity

Feng, Jiankui; Yin, Erwei; Jin, Jing; Saab, Rami; Daly, Ian; Wang, Xingyu; Hu, Dewen; Cichocki, Andrzej

Towards correlation-based time window selection method for motor imagery BCIs Journal Article

In: Neural Networks, vol. 102, pp. 87-95, 2018.

Abstract | Links | BibTeX | Tags: BCI, Machine learning, Motor imagery

Qiu, Zhaoyang; Chen, Shugeng; Daly, Ian; Wang, Jie Jia Xingyu; Jin, Jing

BCI-Based Strategies on Stroke Rehabilitation with Avatar and FES Feedback Journal Article

In: 2018.

BibTeX | Tags: BCI, stroke rehabilitation

Cheng, J; Jin, J; Daly, I; Zhang, Y; Wang, B; Wang, X; Cichocki, A

Effect of a combination of flip and zooming stimuli on the performance of a visual brain-computer interface for spelling. Journal Article

In: Biomed Tech (Berl), 2018.

Links | BibTeX | Tags: BCI, ERP, P300

Williams, Duncan; Daly, Ian

BCI for ensemble music making and performance: why and how (not how and why) Conference

Together in Music: Expression, Performance and Communication in Ensembles, National Centre for Early Music, York, 2018.

BibTeX | Tags: BCMI, EEG, Emotion, Music generation

2017

Daly, Ian; Blanchard, Caroline; Holmes, Nicholas

Cortical excitability correlates with the event-related desynchronization during brain-computer interface control Journal Article

In: Journal of Neural Engineering, 2017.

BibTeX | Tags: BCI, Cortical excitability, ERD, Motor imagery, TMS

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

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

In: IEEE Transactions on Affective Computing, 2017.

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

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

Directed motor-auditory EEG connectivity is modulated by music tempo Journal Article

In: Frontiers in Human Neuroscience, 2017.

Abstract | Links | BibTeX | Tags:

Daly, Ian

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

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

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

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

Affective Calibration of Musical Feature Sets in an Emotionally Intelligent Music Composition System Journal Article

In: ACM Transactions on Applied Perception (TAP), vol. 14, no. 3, 2017.

Links | BibTeX | Tags: Affective composition, Affective computing, Music, Music generation

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

Daly, Ian; Ho, Aileen; Marcon, Julien; Hwang, Faustina; Williams, Duncan; Kirke, Alexis; Miranda, Eduardo; Nasuto, Slawomir

Affective Brain Computer Music Interfacing: A Case Study Of Use By An IndividualWith Huntington’s Disease Conference

Graz BCI conference 2017, 2017.

BibTeX | Tags: affect, BCI EEG, BCMI, Huntington's disease, Music

Jin, Jing; Zhang, Hanhan; Daly, Ian; Wang, Xingyu; Chiciocki, Andrezej

An improved P300 pattern in BCI to catch user’s attention Journal Article

In: Journal of Neural Engineering, 2017.

BibTeX | Tags: BCI, P300

107 entries « 1 of 3 »