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Li, Shurui and Daly, Ian and Guan, Cuntai and Cichocki, Andrzej and Jin, Jing (2024) Inter-participant transfer learning with attention based domain adversarial training for P300 detection. Neural Networks, 180. p. 106655. DOI https://doi.org/10.1016/j.neunet.2024.106655

Tates, Alberto and Matran-Fernandez, Ana and Halder, Sebastian and Daly, Ian (2024) Wavelet packet decomposition to extract frequency features from speech imagery. In: 9th Graz Brain-computer interface Conference 2024 (GBCIC2024), 2024-09-09 - 2024-09-12, Graz, Austria. (In Press)

Jin, Jing and Xu, Ruitian and Daly, Ian and Zhao, Xueqing and Wang, Xingyu and Cichocki, Andrzej (2024) MOCNN: A Multi-scale Deep Convolutional Neural Network for ERP-based Brain-Computer Interfaces. IEEE Transactions on Cybernetics, 54 (9). pp. 5565-5576. DOI https://doi.org/10.1109/TCYB.2024.3390805

Jin, Jing and Xiao, Wu and Daly, Ian and Weijie, Chen and Xinjie, He and Xingyu, Wang and Andrzej, Cichocki (2024) Squeeze and Excitation-Based Multiscale CNN for Classification of Steady-State Visual Evoked Potentials. IEEE Internet of Things Journal. p. 1. DOI https://doi.org/10.1109/jiot.2024.3488745 (In Press)

Sun, Hao and Jin, Jing and Daly, Ian and Huang, Yitao and Zhao, Xueqing and Wang, Xingyu and Cichocki, Andrzej (2023) Feature learning framework based on EEG graph self-attention networks for motor imagery BCI systems. Journal of Neuroscience Methods, 339. p. 109969. DOI https://doi.org/10.1016/j.jneumeth.2023.109969

Armani, Federica and Daly, Ian and Vernitski, Alexei and Gillmeister, Helge and Scherer, Reinhold (2023) Maths Anxiety and cognitive state monitoring for neuroadaptive learning systems using electroencephalography. In: IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), 2023-10-25 - 2023-10-27, Milano, Italy. (In Press)

Wang, Zilu and Daly, Ian and Li, Junhua (2023) An Evaluation of Hybrid Deep Learning Models for Classifying Multiple Lower Limb Actions. In: The 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2023-07-24 - 2023-07-27, Sydney, Australia. (In Press)

Daly, Ian (2023) Neural decoding of music from the EEG. Scientific Reports, 13 (1). 624-. DOI https://doi.org/10.1038/s41598-022-27361-x

Wang, Zilu and Li, Jichun and Daly, Ian and Li, Junhua (2022) Machine Learning for Multi-Action Classification of Lower Limbs for BCI. In: The 5th International Conference on Computing, Electronics & Communications Engineering, 2022-08-17 - 2022-08-18, Southend.

Al-Taie, Inas and Di Giuseppantonio Di Franco, Paola and Tymkiw, Michael and Williams, Duncan and Daly, Ian (2022) Sonic enhancement of virtual exhibits. PLoS One, 17 (8). e0269370-e0269370. DOI https://doi.org/10.1371/journal.pone.0269370

Fang, Hua and Jin, Jing and Daly, Ian and Wang, Xingyu (2022) Feature Extraction Method Based on Filter Banks and Riemannian Tangent Space in Motor-Imagery BCI. IEEE Journal of Biomedical and Health Informatics, 26 (6). pp. 2504-2514. DOI https://doi.org/10.1109/jbhi.2022.3146274

Rybář, Milan and Daly, Ian (2022) Neural decoding of semantic concepts: A systematic literature review. Journal of Neural Engineering, 19 (2). 021002-021002. DOI https://doi.org/10.1088/1741-2552/ac619a

Liu, Chang and Jin, Jing and Daly, Ian and Li, Shurui and Sun, Hao and Huang, Yitao and Wang, Xingyu and Cichocki, Andrzej (2022) SincNet-Based Hybrid Neural Network for Motor Imagery EEG Decoding. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30. pp. 540-549. DOI https://doi.org/10.1109/tnsre.2022.3156076

Jin, Jing and Sun, Hao and Daly, Ian and Li, Shurui and Liu, Chang and Wang, Xingyu and Cichocki, Andrzej (2022) A Novel Classification Framework Using the Graph Representations of Electroencephalogram for Motor Imagery based Brain-Computer Interface. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30. pp. 20-29. DOI https://doi.org/10.1109/tnsre.2021.3139095

Li, Shurui and Jin, Jing and Daly, Ian and Liu, Chang and Cichocki, Andrzej (2022) Feature selection method based on Menger curvature and LDA theory for a P300 brain–computer interface. Journal of Neural Engineering, 18 (6). 066050-066050. DOI https://doi.org/10.1088/1741-2552/ac42b4

Jin, Jing and Xiao, Ruocheng and Daly, Ian and Miao, Yangyang and Wang, Xingyu and Cichocki, Andrzej (2021) Internal Feature Selection Method of CSP Based on L1-Norm and Dempster–Shafer Theory. IEEE Transactions on Neural Networks and Learning Systems, 32 (11). pp. 4814-4825. DOI https://doi.org/10.1109/tnnls.2020.3015505

Daly, Ian and Matran-Fernandez, Ana and Valeriani, Davide and Lebedev, Mikhail and Kübler, Andrea (2021) Editorial: Datasets for Brain-Computer Interface Applications. Frontiers in Neuroscience, 15. 732165-. DOI https://doi.org/10.3389/fnins.2021.732165

Rybář, Milan and Poli, Riccardo and Daly, Ian (2021) Decoding of semantic categories of imagined concepts of animals and tools in fNIRS. Journal of Neural Engineering, 18 (4). 046035-046035. DOI https://doi.org/10.1088/1741-2552/abf2e5

Ramírez Torres, Juan Antonio and Daly, Ian (2021) How to build a fast and accurate code-modulated brain-computer interface. Journal of Neural Engineering, 18 (4). 046052-046052. DOI https://doi.org/10.1088/1741-2552/abfaac

Miao, Yangyang and Jin, Jing and Daly, Ian and Zuo, Cili and Wang, Xingyu and Cichocki, Andrzej and Jung, Tzyy-Ping (2021) Learning Common Time-Frequency-Spatial Patterns for Motor Imagery Classification. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 29. pp. 699-707. DOI https://doi.org/10.1109/tnsre.2021.3071140

Miao, Yangyang and Chen, Shugeng and Zhang, Xinru and Jin, Jing and Xu, Ren and Daly, Ian and Jia, Jie and Wang, Xingyu and Cichocki, Andrzej and Jung, Tzyy-Ping (2020) BCI-Based Rehabilitation on the Stroke in Sequela Stage. Neural Plasticity, 2020. pp. 1-10. DOI https://doi.org/10.1155/2020/8882764

Jin, Jing and Liu, Chang and Daly, Ian and Miao, Yangyang and Li, Shurui and Wang, Xingyu and Cichocki, Andrzej (2020) Bispectrum-Based Channel Selection for Motor Imagery Based Brain-Computer Interfacing. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 28 (10). pp. 2153-2163. DOI https://doi.org/10.1109/tnsre.2020.3020975

Daly, Ian and Nicolaou, Nicoletta and Williams, Duncan and Hwang, Faustina and Kirke, Alexis and Miranda, Eduardo and Nasuto, Slawomir J (2020) Neural and physiological data from participants listening to affective music. Scientific Data, 7 (1). 177-. DOI https://doi.org/10.1038/s41597-020-0507-6

Chen, Zongmei and Jin, Jing and Daly, Ian and Zuo, Cili and Wang, Xingyu and Cichocki, Andrzej (2020) Effects of Visual Attention on Tactile P300 BCI. Computational Intelligence and Neuroscience, 2020. pp. 1-11. DOI https://doi.org/10.1155/2020/6549189

Li, Shurui and Jin, Jing and Daly, Ian and Zuo, Cili and Wang, Xingyu and Cichocki, Andrzej (2020) Comparison of the ERP-Based BCI Performance Among Chromatic (RGB) Semitransparent Face Patterns. Frontiers in Neuroscience, 14. 54-. DOI https://doi.org/10.3389/fnins.2020.00054

Daly, Ian and Williams, D and Malik, A and Weaver, J and Kirke, A and Hwang, F and Miranda, E and Nasuto, SJ (2020) Personalised, Multi-modal, Affective State Detection for Hybrid Brain-Computer Music Interfacing. IEEE Transactions on Affective Computing, 11 (1). pp. 111-124. DOI https://doi.org/10.1109/TAFFC.2018.2801811

Jin, Jing and Li, Shurui and Daly, Ian and Miao, Yangyang and Liu, Chang and Wang, Xingyu and Cichocki, Andrzej (2020) The Study of Generic Model Set for Reducing Calibration Time in P300-Based Brain-Computer Interface. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 28 (1). pp. 3-12. DOI https://doi.org/10.1109/tnsre.2019.2956488

Jin, Jing and Miao, Yangyang and Daly, Ian and Zuo, Cili and Hu, Dewen and Cichocki, Andrzej (2019) Correlation-based channel selection and regularized feature optimization for MI-based BCI. Neural Networks, 118. pp. 262-270. DOI https://doi.org/10.1016/j.neunet.2019.07.008

Daly, Ian and Williams, Duncan and Hwang, Faustina and Kirke, Alexis and Miranda, Eduardo R and Nasuto, Slawomir J (2019) Electroencephalography reflects the activity of sub-cortical brain regions during approach-withdrawal behaviour while listening to music. Scientific Reports, 9 (1). 9415-. DOI https://doi.org/10.1038/s41598-019-45105-2

Daly, Ian and Bourgaize, Jake and Vernitski, Alexei (2019) Mathematical mindsets increase student motivation: Evidence from the EEG. Trends in Neuroscience and Education, 15. pp. 18-28. DOI https://doi.org/10.1016/j.tine.2019.02.005

Feng, Jian Kui and Jin, Jing and Daly, Ian and Zhou, Jiale and Niu, Yugang and Wang, Xingyu and Cichocki, Andrzej (2019) An Optimized Channel Selection Method Based on Multifrequency CSP-Rank for Motor Imagery-Based BCI System. Computational Intelligence and Neuroscience, 2019. pp. 1-10. DOI https://doi.org/10.1155/2019/8068357

Williams, NJ and Daly, Ian and Nasuto, SJ (2018) Markov Model-Based Method to Analyse Time-Varying Networks in EEG Task-Related Data. Frontiers in Computational Neuroscience, 12. 76-. DOI https://doi.org/10.3389/fncom.2018.00076

Feng, J and Yin, E and Jin, J and Saab, R and Daly, Ian and Wang, X and Hu, D and Cichocki, A (2018) Towards correlation-based time window selection method for motor imagery BCIs. Neural Networks, 102. pp. 87-95. DOI https://doi.org/10.1016/j.neunet.2018.02.011

Daly, Ian and Blanchard, Caroline and Holmes, Nicholas P (2018) Cortical excitability correlates with the event-related desynchronization during brain-computer interface control. Journal of Neural Engineering, 15 (2). 026022-026022. DOI https://doi.org/10.1088/1741-2552/aa9c8c

Cheng, J and Jin, J and Daly, Ian and Zhang, Y and Wang, B and Wang, X and Cichocki, A (2018) Effect of a combination of flip and zooming stimuli on the performance of a visual brain-computer interface for spelling. Biomedical Engineering / Biomedizinische Technik. pp. 29-38. DOI https://doi.org/10.1515/bmt-2017-0082

Daly, Ian (2018) Affective Brain-Computer Interfacing and Methods for Affective State Detection. In: Brain–Computer Interfaces Handbook Technological and Theoretical Advances. CRC Press, pp. 147-164. ISBN 9781351231954. Official URL: http://doi.org/10.1201/9781351231954-8

Nicolaou, N and Malik, A and Daly, Ian and Weaver, J and Hwang, F and Kirke, A and Roesch, EB and Williams, D and Miranda, ER and Nasuto, SJ (2017) Directed Motor-Auditory EEG Connectivity Is Modulated by Music Tempo. Frontiers in Human Neuroscience, 11. 502-. DOI https://doi.org/10.3389/fnhum.2017.00502

Williams, Duncan and Kirke, Alexis and Miranda, Eduardo and Daly, Ian and Hwang, Faustina and Weaver, James and Nasuto, Slawomir (2017) Affective Calibration of Musical Feature Sets in an Emotionally Intelligent Music Composition System. ACM Transactions on Applied Perception, 14 (3). pp. 1-13. DOI https://doi.org/10.1145/3059005

Jin, Jing and Zhang, Hanhan and Daly, Ian and Wang, Xingyu and Cichocki, Andrzej (2017) An improved P300 pattern in BCI to catch user’s attention. Journal of Neural Engineering, 14 (3). 036001-036001. DOI https://doi.org/10.1088/1741-2552/aa6213

Zhou, Sijie and Jin, Jing and Daly, Ian and Wang, Xingyu and Cichocki, Andrzej (2016) Optimizing the Face Paradigm of BCI System by Modified Mismatch Negative Paradigm. Frontiers in Neuroscience, 10 (OCT). 444-. DOI https://doi.org/10.3389/fnins.2016.00444

Daly, Ian and Williams, Duncan and Kirke, Alexis and Weaver, James and Malik, Asad and Hwang, Faustina and Miranda, Eduardo and Nasuto, Slawomir J (2016) Affective brain–computer music interfacing. Journal of Neural Engineering, 13 (4). 046022-046022. DOI https://doi.org/10.1088/1741-2560/13/4/046022

Huang, Minqiang and Daly, Ian and Jin, Jing and Zhang, Yu and Wang, Xingyu and Cichocki, Andrzej (2016) An exploration of spatial auditory BCI paradigms with different sounds: music notes versus beeps. Cognitive Neurodynamics, 10 (3). pp. 201-209. DOI https://doi.org/10.1007/s11571-016-9377-1

Chen, Long and Jin, Jing and Daly, Ian and Zhang, Yu and Wang, Xingyu and Cichocki, Andrzej (2016) Exploring Combinations of Different Color and Facial Expression Stimuli for Gaze-Independent BCIs. Frontiers in Computational Neuroscience, 10 (JAN). 5-. DOI https://doi.org/10.3389/fncom.2016.00005

Daly, Ian and Chen, Long and Zhou, Sijie and Jin, Jing (2016) An investigation into the use of six facially encoded emotions in brain-computer interfacing. Brain-Computer Interfaces, 3 (1). pp. 59-73. DOI https://doi.org/10.1080/2326263x.2016.1149360

Daly, Ian and Williams, Duncan and Hallowell, James and Hwang, Faustina and Kirke, Alexis and Malik, Asad and Weaver, James and Miranda, Eduardo and Nasuto, Slawomir J (2015) Music-induced emotions can be predicted from a combination of brain activity and acoustic features. Brain and Cognition, 101. pp. 1-11. DOI https://doi.org/10.1016/j.bandc.2015.08.003

Daly, Ian and Malik, Asad and Weaver, James and Hwang, Faustina and Nasuto, Slawomir J and Williams, Duncan and Kirke, Alexis and Miranda, Eduardo (2015) Towards human-computer music interaction: Evaluation of an affectively-driven music generator via galvanic skin response measures. In: 2015 7th Computer Science and Electronic Engineering (CEEC), 2015-09-24 - 2015-09-25, Colchester.

Williams, Duncan and Kirke, Alexis and Miranda, Eduardo R and Roesch, Etienne and Daly, Ian and Nasuto, Slawomir (2015) Investigating affect in algorithmic composition systems. Psychology of Music, 43 (6). pp. 831-854. DOI https://doi.org/10.1177/0305735614543282

Daly, Ian and Scherer, Reinhold and Billinger, Martin and Müller-Putz, Gernot (2015) FORCe: Fully Online and Automated Artifact Removal for Brain-Computer Interfacing. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 23 (5). pp. 725-736. DOI https://doi.org/10.1109/tnsre.2014.2346621

Daly, Ian and Malik, Asad and Weaver, James and Hwang, Faustina and Nasuto, Slawmoir J and Williams, Duncan and Kirke, Alexis and Miranda, Eduardo (2015) Identifying music-induced emotions from EEG for use in brain-computer music interfacing. In: 2015 International Conference on Affective Computing and Intelligent Interaction (ACII), 2015-09-21 - 2015-09-24.

Williams, Duncan and Kirke, Alexis and Miranda, Eduardo and Daly, Ian and Hallowell, James and Weaver, James and Malik, Asad and Roesch, Etienne and Hwang, Faustina and Nasuto, Slawomir (2015) Investigating Perceived Emotional Correlates of Rhythmic Density in Algorithmic Music Composition. ACM Transactions on Applied Perception, 12 (3). pp. 1-21. DOI https://doi.org/10.1145/2749466

Wang, Minjue and Daly, Ian and Allison, Brendan Z and Jin, Jing and Zhang, Yu and Chen, Lanlan and Wang, Xingyu (2015) A new hybrid BCI paradigm based on P300 and SSVEP. Journal of Neuroscience Methods, 244. pp. 16-25. DOI https://doi.org/10.1016/j.jneumeth.2014.06.003

Daly, Ian and Hwang, Faustina and Kirke, Alexis and Malik, Asad and Weaver, James and Williams, Duncan and Miranda, Eduardo and Nasuto, Slawomir J (2015) Automated identification of neural correlates of continuous variables. Journal of Neuroscience Methods, 242. pp. 65-71. DOI https://doi.org/10.1016/j.jneumeth.2014.12.012

Singh, Harsimrat and Daly, Ian (2015) Translational Algorithms: The Heart of a Brain Computer Interface. In: Brain-Computer Interfaces Current Trends and Applications. Intelligent Systems Reference Library, 74 . Springer International Publishing, pp. 97-121. ISBN 9783319109770. Official URL: https://doi.org/10.1007/978-3-319-10978-7_4

Daly, Ian and Hallowell, James and Hwang, Faustina and Kirke, Alexis and Malik, Asad and Roesch, Etienne and Weaver, James and Williams, Duncan and Miranda, Eduardo and Nasuto, Slawomir J (2014) Changes in music tempo entrain movement related brain activity. In: 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014-08-26 - 2014-08-30, Chicago, IL, USA.

Daly, Ian and Williams, Duncan and Hwang, Faustina and Kirke, Alexis and Malik, Asad and Roesch, Etienne and Weaver, James and Miranda, Eduardo and Nasuto, Slawomir J (2014) Investigating music tempo as a feedback mechanism for closed-loop BCI control. Brain-Computer Interfaces, 1 (3-4). pp. 158-169. DOI https://doi.org/10.1080/2326263x.2014.979728

Bauernfeind, G and Wriessnegger, SC and Daly, Ian and Müller-Putz, GR (2014) Separating heart and brain: on the reduction of physiological noise from multichannel functional near-infrared spectroscopy (fNIRS) signals. Journal of Neural Engineering, 11 (5). 056010-056010. DOI https://doi.org/10.1088/1741-2560/11/5/056010

Daly, Ian and Faller, Josef and Scherer, Reinhold and Sweeney-Reed, Catherine M and Nasuto, Slawomir J and Billinger, Martin and Müller-Putz, Gernot R (2014) Exploration of the neural correlates of cerebral palsy for sensorimotor BCI control. Frontiers in Neuroengineering, 7 (JUL). 20-. DOI https://doi.org/10.3389/fneng.2014.00020

Jin, Jing and Zhang, Yu and Wang, Xingyu and Daly, Ian and Cichocki, Andrzej (2014) Decreasing the interference of visual-based P300 BCI using facial expression changes. In: 2014 11th World Congress on Intelligent Control and Automation (WCICA), 2014-06-29 - 2014-07-04, Shenyang, China.

Müller-Putz, GR and Daly, Ian and Kaiser, V (2014) Motor imagery-induced EEG patterns in individuals with spinal cord injury and their impact on brain-computer interface accuracy. Journal of Neural Engineering, 11 (3). 035011-035011. DOI https://doi.org/10.1088/1741-2560/11/3/035011

Daly, Ian and Malik, Asad and Hwang, Faustina and Roesch, Etienne and Weaver, James and Kirke, Alexis and Williams, Duncan and Miranda, Eduardo and Nasuto, Slawomir J (2014) Neural correlates of emotional responses to music: an EEG study. Neuroscience Letters, 573. pp. 52-57. DOI https://doi.org/10.1016/j.neulet.2014.05.003

Jin, Jing and Daly, Ian and Zhang, Yu and Wang, Xingyu and Cichocki, Andrzej (2014) An optimized ERP brain-computer interface based on facial expression changes. Journal of Neural Engineering, 11 (3). 036004-036004. DOI https://doi.org/10.1088/1741-2560/11/3/036004

Williams, D and Kirke, A and Miranda, E and Daly, Ian and Roesch, EB and Weaver, JCE and Nasuto, SJ (2014) Evaluating perceptual separation in a pilot system for affective composition. In: The joint Sound and Music Computing Conference and International Computer Music Conference, 2014-09-14 - 2014-09-20, Athens, Greece.

Daly, Ian and Nicolaou, Nicoletta and Nasuto, Slawomir Jaroslaw and Warwick, Kevin (2013) Automated artifact removal from the electroencephalogram: a comparative study. Clinical EEG and Neuroscience, 44 (4). pp. 291-306. DOI https://doi.org/10.1177/1550059413476485

Daly, Ian and Billinger, Martin and Laparra-Hernández, José and Aloise, Fabio and García, Mariano Lloria and Faller, Josef and Scherer, Reinhold and Müller-Putz, Gernot (2013) On the control of brain-computer interfaces by users with cerebral palsy. Clinical Neurophysiology, 124 (9). pp. 1787-1797. DOI https://doi.org/10.1016/j.clinph.2013.02.118

Scherer, Reinhold and Moitzi, Gunter and Daly, Ian and Muller-Putz, Gernot R (2013) On the Use of Games for Noninvasive EEG-Based Functional Brain Mapping. IEEE Transactions on Computational Intelligence and AI in Games, 5 (2). pp. 155-163. DOI https://doi.org/10.1109/tciaig.2013.2250287

Daly, Ian and Sweeney-Reed, Catherine M and Nasuto, Slawomir J (2013) Testing for significance of phase synchronisation dynamics in the EEG. Journal of Computational Neuroscience, 34 (3). pp. 411-432. DOI https://doi.org/10.1007/s10827-012-0428-2

Daly, Ian and Billinger, Martin and Scherer, Reinhold and Müller-Putz, Gernot (2013) Brain-Computer Interfacing for Users with Cerebral Palsy, Challenges and Opportunities. In: UAHCI: International Conference on Universal Access in Human-Computer Interaction, 2013-07-21 - 2013-07-26, Las Vegas, NV, USA.

Daly, Ian and Scherer, Reinhold and Müller-Putz, Gernot (2013) A Population Search Algorithm for Clustered Multivariate Solutions: Application to EEG Connectivity. In: IASTED International Conference on Biomedical Engineering, BioMed 2013, 2013-02-13 - 2013-02-15, Innsbruck, Austria.

Pfurtscheller, Gert and Daly, Ian and Bauernfeind, Günther and Müller-Putz, Gernot R (2012) Coupling between intrinsic prefrontal HbO2 and central EEG beta power oscillations in the resting brain. PLoS One, 7 (8). e43640-e43640. DOI https://doi.org/10.1371/journal.pone.0043640