| The quaternion LMS algorithm for adaptive filtering of hypercomplex processes CC Took, DP Mandic IEEE Transactions on Signal Processing 57 (4), 1316-1327, 2008 | 341 | 2008 |
| Augmented second-order statistics of quaternion random signals CC Took, DP Mandic Signal Processing 91 (2), 214-224, 2011 | 264 | 2011 |
| A quaternion gradient operator and its applications DP Mandic, C Jahanchahi, CC Took IEEE Signal Processing Letters 18 (1), 47-50, 2010 | 221 | 2010 |
| A quaternion widely linear adaptive filter CC Took, DP Mandic IEEE Transactions on Signal Processing 58 (8), 4427-4431, 2010 | 199 | 2010 |
| Quaternion-valued nonlinear adaptive filtering BC Ujang, CC Took, DP Mandic IEEE Transactions on Neural Networks 22 (8), 1193-1206, 2011 | 195 | 2011 |
| Deep learning for epileptic intracranial EEG data A Antoniades, L Spyrou, CC Took, S Sanei 2016 IEEE 26th International Workshop on Machine Learning for Signal …, 2016 | 161 | 2016 |
| Machine learning in biomedical engineering C Park, CC Took, JK Seong Biomedical Engineering Letters 8, 1-3, 2018 | 143 | 2018 |
| Enabling quaternion derivatives: The generalized HR calculus D Xu, C Jahanchahi, CC Took, DP Mandic Royal Society open science 2 (8), 150255, 2015 | 109 | 2015 |
| Motor imagery classification using mu and beta rhythms of EEG with strong uncorrelating transform based complex common spatial patterns Y Kim, J Ryu, KK Kim, CC Took, DP Mandic, C Park Computational intelligence and neuroscience 2016 (1), 1489692, 2016 | 108 | 2016 |
| On the unitary diagonalisation of a special class of quaternion matrices CC Took, DP Mandic, F Zhang Applied Mathematics Letters 24 (11), 1806-1809, 2011 | 102 | 2011 |
| Deep neural architectures for mapping scalp to intracranial EEG A Antoniades, L Spyrou, D Martin-Lopez, A Valentin, G Alarcon, S Sanei, ... International journal of neural systems 28 (08), 1850009, 2018 | 99 | 2018 |
| Augmented complex common spatial patterns for classification of noncircular EEG from motor imagery tasks C Park, CC Took, DP Mandic IEEE Transactions on neural systems and rehabilitation engineering 22 (1), 1-10, 2013 | 94 | 2013 |
| Detection of interictal discharges with convolutional neural networks using discrete ordered multichannel intracranial EEG A Antoniades, L Spyrou, D Martin-Lopez, A Valentin, G Alarcon, S Sanei, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 25 (12 …, 2017 | 92 | 2017 |
| Constrained LMS for dynamic flow networks K Eftaxias, CC Took, B Venturini, D Arscott International Joint Conference on Neural Networks (IJCNN), 2017 | 90* | 2017 |
| Quaternion-valued short-term joint forecasting of three-dimensional wind and atmospheric parameters CC Took, G Strbac, K Aihara, DP Mandic Renewable Energy 36 (6), 1754-1760, 2011 | 90 | 2011 |
| Quaternion-valued stochastic gradient-based adaptive IIR filtering CC Took, DP Mandic IEEE Transactions on Signal Processing 58 (7), 3895-3901, 2010 | 77 | 2010 |
| An augmented affine projection algorithm for the filtering of noncircular complex signals Y Xia, CC Took, DP Mandic Signal Processing 90 (6), 1788-1799, 2010 | 70 | 2010 |
| Fast independent component analysis algorithm for quaternion valued signals S Javidi, CC Took, DP Mandic IEEE transactions on neural networks 22 (12), 1967-1978, 2011 | 66 | 2011 |
| Split quaternion nonlinear adaptive filtering BC Ujang, CC Took, DP Mandic Neural Networks 23 (3), 426-434, 2010 | 51 | 2010 |
| On approximate diagonalization of correlation matrices in widely linear signal processing CC Took, SC Douglas, DP Mandic IEEE Transactions on Signal Processing 60 (3), 1469-1473, 2011 | 44 | 2011 |
