Faculty Of Computing, Eng. & Built Env.

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2020

A LIGNO-CELLULOSIC BIO-ADSORBENT DERIVED FROM SAWDUST WASTE FOR THE REMOVAL OF MEROPENEM ANTIBIOTIC DISSOLVED IN WATER

Tretsiakova-McNally, S., Solan, B., Currie, R., Akinsanmi, O., Arnscheidt, J., McDermott, R. & Coleman, H. M., 26 Mar 2020, European Waste Water Management Conference. Birmingham: AquaEnviro, 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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23 Downloads (Pure)

Deep Learning based Prediction of EEG Motor Imagery of Stroke Patients' for Neuro-Rehabilitation Application

Raza, H., Chowdhury, A. & Bhattacharyya, S., 20 Mar 2020, (Accepted/In press) IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE (WCCI) 2020.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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Design and Selection of Additional Residuals to Enhance Fault Isolation of a Turbocharged Spark Ignited Engine System

Ng, K. Y., Frisk, E. & Krysander, M., 5 May 2020, 7th International Conference on Control, Decision and Information Technologies (CoDIT’20). IEEE

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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ENHANCE CATEGORISATION OF MULTILEVEL HIGH-SENSITIVITY CARDIOVASCULAR BIOMARKERS FROM LATERAL FLOW IMMUNOASSAY IMAGES VIA NEURAL NETWORKS AND DYNAMIC TIME WARPING

Jing, M., Mac Namee, B., Mc Laughlin, D., Steele, D., Mc Namee, S., Cullen, P., Finlay, D. & McLaughlin, J., 16 May 2020, (Accepted/In press) The Proceedings of IEEE ICIP 2020. IEEE

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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9 Downloads (Pure)

Enhancing the interactive visualisation of a data preparation tool from in-memory fitting to Big Data sets

Epelde, G., Álvarez, R., Beristain, A., Arrúe, M., Arangoa, I. & Rankin, D., 24 May 2020, (Accepted/In press) 3rd Workshop on Quality of Open Data (QOD 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Explainable AI for Falls Prediction

Lindsay, L., Kerr, D., Coleman, S., Taylor, B. & Moorhead, A., 4 Mar 2020, (Accepted/In press) 4th International Conference on Advances in Computing and Data Sciences (ICACDS)-2020.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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How might Design avoid the over-development of Care?

Coyles, D. & Yoshinaka, Y., Jan 2020, Does Design Care...?!: Head-to-Head Debates. Rodgers, P., Bremner, C. & Innella, G. (eds.). Lancaster University, p. 134-147 14 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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14 Downloads (Pure)

Human and Data-Driven Design Fictions: Entering the Near-Future Zone

Malizia, A., Bond, RR., Turkington, R. & Mulvenna, M., 20 Jan 2020, Proceedings of the International Workshop on Rethinking Cognitive Ergonomics: ReCogErg 2019 Rethinking Cognitive Ergonomics. Murray, D., van der Veer, G., de Haan, G. & Dittmar, A. (eds.). CEUR-WS, Vol. 2539. p. 1-4 4 p. (CEUR-WS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Minimising Impact of Local Congestion in Networks-on-Chip Performance by Predicting Buffer Utilisation

Javed, A., Harkin, J., McDaid, L. & Liu, J., 6 May 2020, (Accepted/In press) 31st Irish Signals and Systems Conference. IEEE, p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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9 Downloads (Pure)

Neural Coding Strategies for Event-Based Vision Data

Harrigan, S., Coleman, S., Kerr, D., Pratheepan, Y., Fang, Z. & Wu, C., 4 May 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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POST-STIMULUS TIME-DEPENDENT EVENT DESCRIPTOR

Harrigan, S., Coleman, S., Kerr, D., Pratheepan, Y., Fang, Z. & Wu, C., 16 May 2020, (Accepted/In press) The 27th IEEE International Conference on Image Processing (ICIP 2020) .

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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Self-regulated Learning Algorithm for Distributed Coding Based Spiking Neural Classifier

Machingal, P., Thousif, M., Dora, S. & Sundaram, S., 20 Mar 2020, (Accepted/In press) Proceedings of International Joint Conference on Neural Networks 2020. 7 p. (Proceedings of International Joint Conference on Neural Networks 2020).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Single-Trial EEG Classification with EEGNet and Neural Structured Learning for Improving BCI Performance

Raza, H., Chowdhury, A., Bhattacharyya, S. & Samothrakis, S., 20 Mar 2020, (Accepted/In press) IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE (WCCI) 2020.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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Sleep Stage Classification using NeuCube on SpiNNaker: a Preliminary Study

Budhraja, S., Bhattacharya, B., Durrant, S., Doborjeh, Z., Doborjeh, M. & Kasabov, N., 21 Mar 2020, (Accepted/In press) Proceedings of the IEEE WCCI 2020. 2020 ed. Vol. WCCI2020 - IJCNN2020 Proceedings . p. 1-8 8 p. WCCI2020- 21017

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Towards Chatbots to Support Bibliotherapy Preparation and Delivery

McAllister, P., Kerr, J., McTear, M., Mulvenna, M., Bond, RR., Kirby, K., Morning, J. & Glover, D., 19 Jan 2020, Chatbot Research and Design - 3rd International Workshop, CONVERSATIONS 2019, Revised Selected Papers: Third International Workshop, CONVERSATIONS 2019 Amsterdam, The Netherlands, November 19–20, 2019 Revised Selected Papers. Følstad, A., Araujo, T., Papadopoulos, S., Lai-Chong Law, E., Granmo, O-C., Luger, E. & Brandtzaeg, P. B. (eds.). LNCS ed. Switzerland: Springer Nature, Vol. 11970. p. 127-142 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11970 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Towards Zero Emission Residential Buildings (ZEBs) in a Humid Subtropical Climate. Analysis Emissions from Energy Use and Embodied Emissions from Materials in Referential Locations According to Obligatory Residential Energy Codes and Using Generic LCA Data Sources

Satola, D., Houlihan Wiberg, A. A. M. & Gustavsen, A., 20 Mar 2020, Proceedings of the 11th International Symposium on Heating, Ventilation and Air Conditioning, ISHVAC 2019 - Volume III: Buildings and Energy. Wang, Z., Wang, F., Wang, P., Shen, C., Liu, J. & Zhu, Y. (eds.). Springer, p. 979-989 11 p. (Environmental Science and Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2019

A Clear, Delicate, Biocompatible Optical Window for Brain Imaging

Puttaswamy, S., Bandla, A., Fishlock, S., Lee, C. & McLaughlin, J., 24 Jan 2019, 18th International Conference on Nanotechnology, NANO 2018. Cork, Vol. 2018-July. 8626270

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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27 Downloads (Pure)

A digital training tool on radiographer chest image interpretation performance

McLaughlin, L., Hughes, C., Bond, RR., McConnell, J. & McFadden, S., 27 Feb 2019, C-1279 A digital training tool on radiographer chest image interpretation performance. Vienna: European Society of Radiology, Vol. 1. p. 1 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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25 Downloads (Pure)

Adversarially Erased Learning for Person Re-identification by Fully Convolutional Networks

Liu, S., Zhang, Y., Qi, L., Coleman, S., Kerr, D. & Zhu, S., 12 Jul 2019, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Budapest: IEEE, Vol. 2019-July. 9 p. 8852283

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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3 Downloads (Pure)

A Framework for the Development of a Dynamic Adaptive Intelligent User Interface to Enhance the User Experience

Johnston, V., Black, M., Wallace, J. G., Mulvenna, M. & Bond, RR., 10 Sep 2019, ECCE 2019 - Proceedings of the 31st European Conference on Cognitive Ergonomics: ''Design for Cognition''. Mulvenna, M. & Bond, R. (eds.). New York, NY, USA: Association for Computing Machinery, p. 32-35 4 p. (ICPS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Age and Time-Dependent Risk Model Associated with Progressing to Dementia

Kaur, D., Bucholc, M., Finn, D., Todd, S., Wong-Lin, K. & McClean, P., 14 Jul 2019, Alzheimer's and Dementia. 7 ed. Elsevier, Vol. 15. p. 237-238

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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9 Downloads (Pure)

Age-dependent cardio-metabolic risk factors associated with progressing to dementia

Kaur, D., Bucholc, M., Finn, D., Todd, S., Wong-Lin, K. & McClean, P., 19 Mar 2019, Unknown host publication.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A Generic Model for End State Prediction of Business Processes Towards Target Compliance

Khan, N., Ali, Z., Ali, A., McClean, S., Charles, D., Taylor, P. & Nauck, D., 19 Nov 2019, Artificial Intelligence XXXVI - 39th SGAI International Conference on Artificial Intelligence, AI 2019, Proceedings. Bramer, M. & Petridis, M. (eds.). Springer, Vol. LNCS volume11927. p. 325-335 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11927 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A hybrid machine learning approach for prediction of conversion from mild cognitive impairment to Alzheimer’s disease

Bucholc, M., Titarenko, S., Wong-Lin, K., Ding, X., McClean, P., Todd, S., Finn, D. & Maguire, L., 18 Oct 2019, Alzheimer's and Dementia. 7 ed. Elsevier, Vol. 15. p. 368-368 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

All-optical network capacity for 5G cellular fronthaul

Perry, P., Peters, A., McClean, S., Morrow, P., Scotney, B. & Barry, L., 1 Jul 2019, 21st International Conference on Transparent Optical Networks, ICTON 2019. IEEE Computer Society, Vol. 2019-July. 4 p. 8840341

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

A Machine Learning Approach to Wafer Defect Classification using Bag of Visual Words

Sweeney, T., Coleman, S. & Kerr, D., 28 Aug 2019, Irish Machine Vision and Image Processing Conference. p. 183 - 189 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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17 Downloads (Pure)

A multiscript gaze-based assistive virtual keyboard

Cecotti, H., Meena, Y., Bhushan, B., Dutta, A. & Prasad, G., 7 Oct 2019, Proc. 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). IEEE, 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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7 Downloads (Pure)

An Algorithm Based on Combining hs-cTNT and H-FABP for Ruling Out Acute Myocardial Infarction

Navarro, C., Kurth, M. J., Ruddock, M., Fishlock, S. & McLaughlin, J., 1 Oct 2019, (Accepted/In press) Proceedings of Computing in Cardiology. IEEEE. IEEE Xplore, 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

An Audit Tool for Assessing the Visuocognitive Design of Infographics

Gay, J., Simms, V., Bond, RR., Finlay, D. & Purchase, H., 10 Sep 2019, ECCE 2019 - Proceedings of the 31st European Conference on Cognitive Ergonomics: Designing for Cognition. Association for Computing Machinery, p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A new incorporating on-lay mesh technique to prevent incisional hernia post emergency laparotomy

Sugrue, M., Moore, M., Coulter, J., Bucholc, M. & Walker, C-A., 31 Jan 2019, Unknown host publication.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

An Investigation of Gradient as a Feature Cue for Saliency Detection

Cooley, C., Coleman, S., Gardiner, B. & Scotney, B., 18 Aug 2019, Proceedings - 2019 2nd International Conference on Artificial Intelligence and Pattern Recognition (AIPR 2019). Beijing, p. 13-17 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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11 Downloads (Pure)

An unobtrusive sensing solution for home based post-stroke rehabilitation: Proceedings

Ekerete, I., Nugent, C. & McLaughlin, J., 24 Jan 2019, 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). p. 1478-1479 2 p. 8621279

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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2 Citations (Scopus)
8 Downloads (Pure)

Application of remote sensing for automated litter detection and management

Hamill, M., Magee, B. & Millar, P., 24 Apr 2019, Advances in Computer Vision - Proceedings of the 2019 Computer Vision Conference CVC: Proceedings of the 2019 Computer Vision Conference (CVC), Volume 2. Kapoor, S. & Arai, K. (eds.). Springer International Publishing, Vol. 944. p. 157-168 12 p. (Advances in Intelligent Systems and Computing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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9 Downloads (Pure)

A Public Domain Dataset for Human Activity Recognition in Free-living Conditions

Cruciani, F., Sun, C., Zhang, S., Nugent, CD., Li, C., Song, S., Cheng, C., Cleland, I. & McCullagh, P., 21 May 2019, (Accepted/In press) The 2nd Workshop on advanced Technologies for Smarter Assisted Living solutions: Towards an open Smart Home infrastructure (SmarterAAL'19). IEEE, p. 166-171 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A reduced-order model for aerodynamic shape optimization

Yao, W., Marques, S., Robinson, T. T., Armstrong, C. & Sun, L., 6 Jan 2019, AIAA Scitech 2019 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Assessing the Usability of a Chatbot for Mental Health Care

Cameron, G., Cameron, D., Megaw, G., Bond, RR., Mulvenna, M., O'Neill, S., Armour, C. & McTear, M., 17 Apr 2019, Internet Science: INSCI 2018 International Workshops, St. Petersburg, Russia, October 24–26, 2018, Revised Selected Papers. Følstad, A., Halpin, H., Niedermayer, H., Bodrunova, S. S., Smoliarova, A., Koltsova, O., Kolozaridi, P. & Yuldashev, L. (eds.). Springer Nature Switzerland AG 2019: Springer Verlag, Vol. 11551. p. 121-132 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11551 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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3 Citations (Scopus)
40 Downloads (Pure)

AstroByte: A multi-FPGA Architecture for Accelerated Simulations of Fault-tolerant Spiking Astrocyte-Neuron Networks

Haji Karim, S., Harkin, J., McDaid, L., Gardiner, B. & Liu, J., 30 Oct 2019, (Accepted/In press) Design, Automation and Test in Europe Conference (DATE). IEEE, p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A Thermal Imaging Solution for Early Detection of Pre-ulcerative Diabetic Hotspots

Quinn, S., Saunders, C., Cleland, I., Nugent, CD., Garcia-Constantino, M., Cundell, J., Madill, G. & Morrison, G., Jul 2019, IEEE Xplore: 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019, pp. 1737-1740.. p. 1737 -1740 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Autonomic Providing Pre-Programmed Death of Cubesats for Avoiding Space JUNK

Palmer, R. & Sterritt, R., 30 Jul 2019, Proceedings - 2019 IEEE International Conference on Space Mission Challenges for Information Technology, SMC-IT 2019. IEEE Computer Society, p. 78-86 9 p. 8863860

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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15 Downloads (Pure)

Autonomous Learning Paradigm for Spiking Neural Networks

Liu, J., McDaid, L., Harkin, J., Haji Karim, S., Johnson, A. P., Halliday, D. M., Tyrrell, A., Timmis, J., Millard, A. G. & Hilder, J., 9 Sep 2019, Artificial Neural Networks and Machine Learning – ICANN 2019: Theoretical Neural Computation - 28th International Conference on Artificial Neural Networks, 2019, Proceedings. Tetko, I. V., Karpov, P., Theis, F. & Kurková, V. (eds.). Vol. 11727. p. 737-744 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11727 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A Virtual Reality Training Tool to Improve Weight-Related Communication Across Healthcare Settings

Quigley, F., Moorhead, A., Bond, RR., Zheng, H. & McAloon, T., 10 Sep 2019, ECCE 2019 Proceedings of the 31st European Conference on Cognitive Ergonomics: Designing for Cognition. Association for Computing Machinery, p. 19-22 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Behaviour Analytics of Users Completing Ecological Momentary Assessments in the Form of Mental Health Scales and Mood Logs on a Smartphone App

Bond, RR., Moorhead, A., Mulvenna, M., O'Neill, S., Potts, C. & Murphy, N., 10 Sep 2019, ECCE 2019 - Proceedings of the 31st European Conference on Cognitive Ergonomics: ''Design for Cognition''. Mulvenna, M. & Bond, R. (eds.). New York, NY, USA: Association for Computing Machinery, p. 203-206 4 p. (ICPS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Biometric Authentication Techniques in Online Learning Environments

Curran, J. & Curran, K., 1 Jan 2019, Biometric Authentication in Online Learning Environments. p. 266-278 13 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Blast wave and fireball after hydrogen tank rupture in a fire

Molkov, V., Cirrone, D., Shentsov, V., Dery, W., Kim, W. & Makarov, DV., 2019, Advances in Pulsed and Continuous Detonations. Moscow: TORUS PRESS Ltd.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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30 Downloads (Pure)

Bootstrapping analysis of crowdsourced non-expert estimates of the number of calories in photographs of meals

Bond, RR., Moorhead, A., Zheng, H. & McAllister, P., 29 Jan 2019, Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018: Conference Proceedings. Schmidt, H., Griol, D., Wang, H., Baumbach, J., Zheng, H., Callejas, Z., Hu, X., Dickerson, J. & Zhang, L. (eds.). Madrid, Spain: IEEE, p. 1465-1469 5 p. 8621166

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Can a Single Model Deep Learning Approach Enhance Classification Accuracy of an EEG-based Brain-Computer Interface?

Roy, S., McCreadie, K. & Prasad, G., 23 Jun 2019, (Accepted/In press) Proc. 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) October 6-9, 2019, Bari, Italy. Vol. IEEE. 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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33 Downloads (Pure)

Can Corticomuscular Coupling be Useful in Designing Hybrid-Brain Robot Interfaces Towards Hand Functional Recovery?

Chowdhury, A., Dutta, A. & Prasad, G., 23 Jun 2019, (Accepted/In press) Proc. 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) October 6-9, 2019, Bari, Italy.. IEEE, 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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23 Downloads (Pure)

Channel Selection Improves MEG-based Brain-Computer Interface

Roy, S., Rathee, D., McCreadie, K. & Prasad, G., 20 May 2019, 9th International IEEE EMBS Conference on Neural Engineering, NER 2019. United States: IEEE, Vol. 2019-March. p. 295-298 4 p. 8716948. (International IEEE/EMBS Conference on Neural Engineering).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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3 Citations (Scopus)
28 Downloads (Pure)

Classification of imagined spoken word-pairs using convolutional neural networks

Cooney, C., Korik, A., Raffaella, F. & Coyle, D., 20 Sep 2019, Proceedings of the 8th Graz Brain Computer Interface Conference 2019: Bridging Science and Application. Muller-Putz, G. R., Ditz, J. C. & Wriessnegger, S. C. (eds.). Verlag der Technischen Universitat Graz, Vol. 2019. p. 338-343 (Proceedings of the 8th Graz Brain-Computer Interface Conference 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
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73 Downloads (Pure)

Clinical index of metabolic risk factors for predicting disease progression in dementia

Kaur, D., Bucholc, M., Finn, D., Todd, S., McClean, P. & Wong-Lin, K., 14 Apr 2019, Unknown host publication .

Research output: Chapter in Book/Report/Conference proceedingConference contribution