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Nik Khadijah Nik Aznan
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Simulating Brain Signals: Creating Synthetic EEG Data via Neural-Based Generative Models for Improved SSVEP Classification
NKN Aznan, A Atapour-Abarghouei, S Bonner, J Connolly, NA Moubayed, ...
arXiv preprint arXiv:1901.07429, 2019
1062019
On the classification of SSVEP-based dry-EEG signals via convolutional neural networks
NKN Aznan, S Bonner, J Connolly, N Al Moubayed, T Breckon
2018 IEEE international conference on systems, man, and cybernetics (SMC …, 2018
862018
On the relative contribution of deep convolutional neural networks for SSVEP-based bio-signal decoding in BCI speller applications
JJ Podmore, TP Breckon, NKN Aznan, JD Connolly
IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 (4 …, 2019
512019
Using variable natural environment brain-computer interface stimuli for real-time humanoid robot navigation
NKN Aznan, JD Connolly, N Al Moubayed, TP Breckon
2019 International Conference on Robotics and Automation (ICRA), 4889-4895, 2019
262019
Applying Kalman filter in EEG-based brain computer interface for motor imagery classification
NKN Aznan, YM Yang
2013 international conference on ICT convergence (ICTC), 688-690, 2013
192013
EEG-based motor imagery classification in BCI system by using unscented Kalman filter
NKN Aznan, KM Huh, YM Yang
International Journal of Information and Communication Technology 9 (4), 492-508, 2016
102016
Uncertainty quantification of spectral predictions using deep neural networks
S Verma, NKN Aznan, K Garside, TJ Penfold
Chemical Communications 59 (46), 7100-7103, 2023
52023
Leveraging Synthetic Subject Invariant EEG Signals for Zero Calibration BCI
N Khadijah, N Aznan, A Atapour-Abarghouei, S Bonner, JD Connolly, ...
25th International Conference on Pattern Recognition (ICPR2020), 2020
5*2020
Generating Synthetic Images & Data to Improve Object Detection in CCTV Footage from Public Transport
M Simpson, NKN Aznan, J Brennan, P Watson, P James, J Jonczyk
2022 IEEE 18th International Conference on e-Science (e-Science), 391-392, 2022
22022
On the Complexity of Object Detection on Real-world Public Transportation Images for Social Distancing Measurement
NKN Aznan, J Brennan, D Bell, J Jonczyk, P Watson
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
22022
Development of Home Automation System by Using ZigbeX and Atmega128 for Wireless Sensor Networks
NKN Aznan, YM Yang
Recent Development in Wireless Sensor and Ad-hoc Networks, 45-54, 2015
12015
Towards the automated extraction of structural information from X-ray absorption spectra
T David, NKN Aznan, K Garside, T Penfold
Digital Discovery 2 (5), 1461-1470, 2023
2023
On the Complexity of Object Detection on Real-world Public Transportation Images for Social Distancing Measurement (preprint)
NKN Aznan, J Brennan, D Bell, J Jonczyk, P Watson
2022
On Tackling Fundamental Constraints in Brain-Computer Interface Decoding via Deep Neural Networks
NIK NIK-AZNAN, B KHADIJAH
Durham University, 2021
2021
Development of Home Automation System by using ZigbeX and Atmega128
NKN Aznan, W Jang, G Kim, J Cho, YM Yang
한국지능시스템학회 학술발표 논문집 23 (1), 50-51, 2013
2013
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