Dr Clive Cheong Took

  1. 2021
  2. E-pub ahead of print

    Privacy Boundary Determination of Smart Meter Data Using an Artificial Intelligence Adversary

    Zhang, X., Watkins, C., Cheong Took, C. & Kuenzel, S., 14 Jul 2021, (E-pub ahead of print) In: International Transactions on Electrical Energy Systems.

    Research output: Contribution to journalArticlepeer-review

  3. Published

    A Variable Memory Length Auto Encoder

    Mohomad Ibunu, M., Weller, S. & Cheong Took, C., Jul 2021.

    Research output: Contribution to conferencePaperpeer-review

  4. Published

    Creativity First, Science Follows: Lessons in Digital Signal Processing Education

    Cheong Took, C., Alty, S., Yardim, A. & Howard, D., 28 Apr 2021, In: IEEE Signal Processing Magazine. 38, 3, p. 51-61 11 p.

    Research output: Contribution to journalArticlepeer-review

  5. E-pub ahead of print

    Deep neural network representation and Generative Adversarial Learning

    RUIZ-GARCIA, ARIEL., Schmidhuber, J., PALADE, VASILE., Cheong Took, C. & Mandic, D., 9 Mar 2021, (E-pub ahead of print) In: Neural Networks. p. 1-2 2 p.

    Research output: Contribution to journalEditorialpeer-review

  6. Published

    Special Issue on Deep Representation and Transfer Learning for Smart and Connected Health

    PALADE, VASILE., WERMTER, STEFAN., RUIZ-GARCIA, ARIEL., DE PADUA BRAGA, ANTONIO. & Cheong Took, C., 4 Feb 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 2, p. 464-465 2 p.

    Research output: Contribution to journalEditorialpeer-review

  7. 2020
  8. Published

    Eeg Connectivity - Informed Cooperative Adaptive Line Enhancer for Recognition of Brain State

    Sanei, S., Cheong Took, C., Jarchi, D. & Prochazke, A., 14 May 2020, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. 5 p.

    Research output: Contribution to journalConference articlepeer-review

  9. E-pub ahead of print

    Efficient Algorithm To Implement Sliding Singular Spectrum Analysis With Application To Biomedical Signal Denoising

    Saeed, M., Cheong Took, C. & Alty, S., 9 Apr 2020, (E-pub ahead of print) p. 1-4. 4 p.

    Research output: Contribution to conferencePaperpeer-review

  10. 2019
  11. Forthcoming

    Quo Vadis ICASSP: Echoes of 2019 ICASSP in Brighton, United Kingdom: Signal Processing Meets the Needs of Modern Humankind

    Mandic, D., Djuric, P., Cichocki, A., Cheong Took, C., Sanei, S. & Hanzo, L., 1 Sep 2019, (Accepted/In press) In: IEEE Signal Processing Magazine. 36, 5, 9 p.

    Research output: Contribution to journalConference articlepeer-review

  12. E-pub ahead of print

    Multichannel Quaternion Least Mean Square Algorithm

    Cheong Took, C. & Xia, Y., 17 Apr 2019, (E-pub ahead of print) International Conference on Acoustics, Speech, and Signal Processing: ICASSP. Brighton UK: IEEE, p. 1-4 4 p.

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

  13. Published

    Rebuttal to "Comments on The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes"

    Cheong Took, C., 6 Feb 2019, In: IEEE Transactions on Signal Processing. p. 1-1 1 p., T-SP-24444-2018.

    Research output: Contribution to journalComment/debatepeer-review

  14. 2018
  15. Published

    Simultaneous diagonalisation of the covariance and complementary covariance matrices in quaternion widely linear signal processing

    Cheong Took, C., Jul 2018, In: Signal Processing. 148, p. 193-204 12 p.

    Research output: Contribution to journalArticlepeer-review

  16. Published

    Deep Neural Architectures for Mapping Scalp to Intracranial EEG

    Antoniades, A., Spyrou, L., Martin-Lopez, D., Valentin, A., Alarcon, G., Sanei, S. & Cheong Took, C., 10 Apr 2018, In: International Journal of Neural Systems. 28, 8, p. 1 1850009.

    Research output: Contribution to journalArticlepeer-review

  17. Published

    Machine learning in biomedical engineering

    Cheong Took, C., Feb 2018, In: Biomedical Engineering Letters. 8, 1, p. 1-3 3 p.

    Research output: Contribution to journalEditorialpeer-review

  18. 2017
  19. Published

    Detection of Interictal Discharges With Convolutional Neural Networks Using Discrete Ordered Multichannel Intracranial EEG

    Antoniades, A., Spyrou, L., Martin-Lopez, D., Valentin, A., Alarcon, G., Sanei, S. & Cheong Took, C., Dec 2017, In: IEEE Transactions on Neural Systems and Rehabilitation. 25, 12, p. 2285-2294 10 p.

    Research output: Contribution to journalArticlepeer-review

  20. Published

    Constrained LMS for Dynamic Flow Networks

    Eftaxias, K., Cheong Took, C., Venturini, B. & Arscott, D., 3 Jul 2017, 2017 International Joint Conference on Neural Networks (IJCNN). IEEE, p. 3254-3258 5 p.

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

  21. Published

    Cost-effective quaternion minimum mean square error estimation: From widely linear to four-channel processing

    Cheong Took, C., Jul 2017, In: Signal Processing. 136, p. 81-91 11 p.

    Research output: Contribution to journalArticlepeer-review

  22. 2016
  23. E-pub ahead of print

    Motor Imagery Classification Using Mu and Beta Rhythms of EEG with Strong Uncorrelating Transform Based Complex Common Spatial Patterns

    Cheong Took, C., 3 Oct 2016, (E-pub ahead of print) In: Computational intelligence and neuroscience. 2016, p. 1-13 13 p., 1489692.

    Research output: Contribution to journalArticlepeer-review

  24. Published

    A Regularised EEG Informed Kalman Filtering Algorithm

    Cheong Took, C., Mar 2016, In: Biomedical signal processing and control. 25, p. 196-200 5 p.

    Research output: Contribution to journalArticlepeer-review

  25. Published

    Quaternion Singular Spectrum Analysis of Electroencephalogram with Application in Sleep Analysis

    Enshaeifar, S., Kouchaki, S., Cheong Took, C. & Sanei, S., Jan 2016, In: IEEE Transactions on Neural Systems and Rehabilitation. 24, 1, p. 57-67 11 p.

    Research output: Contribution to journalArticlepeer-review

  26. 2015
  27. E-pub ahead of print

    Enabling quaternion derivatives: the generalized HR calculus

    Cheong Took, C., 26 Aug 2015, (E-pub ahead of print) In: Royal Society Open Science. p. 1-24 24 p., 150255.

    Research output: Contribution to journalArticlepeer-review

  28. Published

    Maintaining the Integrity of Sources in Complex Learning Systems: Intraference and the Correlation Preserving Transform

    Cheong Took, C., Mar 2015, In: IEEE Transactions on Neural Networks and Learning Systems. 26, 3, p. 500-509 10 p.

    Research output: Contribution to journalArticlepeer-review

  29. 2014
  30. Published

    Adaptive Convex Combination Approach for the Identification of Improper Quaternion Processes

    Cheong Took, C., Jan 2014, In: IEEE Transactions on Neural Networks and Learning Systems. 25, 1, p. 172-182

    Research output: Contribution to journalArticlepeer-review

  31. Published

    Augmented Complex Common Spatial Patterns for Classification of Noncircular EEG From Motor Imagery Tasks

    Park, C., Cheong Took, C. & Mandic, D. P., Jan 2014, In: IEEE Transactions on Neural Systems and Rehabilitation. 22, 1, p. 1-10

    Research output: Contribution to journalArticlepeer-review

  32. 2013
  33. Published

    A class of quaternion valued affine projection algorithms

    Cheong Took, C., Jul 2013, In: Signal Processing. 93, 7, p. 1712-1723

    Research output: Contribution to journalArticlepeer-review

  34. Published

    Prediction of Wide-sense Stationary Quaternion Random Signals

    Cheong Took, C., 2013, In: Signal Processing. 93, 9, 2573-2580.

    Research output: Contribution to journalArticlepeer-review

  35. 2012
  36. Published

    Algorithmic Trading Using Phase Synchronization

    Cheong Took, C., 2012, In: IEEE Transactions on Selected Topics in Signal Processing. 6, 4, p. 399-404

    Research output: Contribution to journalArticlepeer-review

  37. 2011
  38. Published

    Augmented Second-Order Statistics of Quaternion Random Signals

    Cheong Took, C., Feb 2011, In: Signal Processing. 91, 2, p. 214-224

    Research output: Contribution to journalArticlepeer-review

  39. Published

    A Fast Independent Component Analysis Algorithm for Quaternion Valued Signals

    Cheong Took, C., 2011, In: ieee Transactions on neural networks. 22, 12, p. 1967-1978

    Research output: Contribution to journalArticlepeer-review

  40. Published

    Kurtosis based Blind Source Extraction of Complex Noncircular Signals with Application in EEG Artifact Removal in Real-time

    Cheong Took, C., 2011, In: Frontiers in Neuroprosthetics. 5, 105

    Research output: Contribution to journalArticlepeer-review

  41. Published

    On Approximate Diagonalisation of Correlation Matrices in Widely Linear Signal Processing

    Cheong Took, C., 2011, In: IEEE Transactions on Signal Processing. 60, 3, p. 1469-1473

    Research output: Contribution to journalArticlepeer-review

  42. Published

    On the Unitary Diagonalisation of a Special Class of Quaternion Matrices

    Cheong Took, C., 2011, In: applied mathematics letters. 24, 11, p. 1806-1809

    Research output: Contribution to journalArticlepeer-review

  43. Published

    Quaternion Gradient Operator and Its Applications

    Cheong Took, C., 2011, In: IEEE Signal Processing Letters. 18, 1, p. 47-50

    Research output: Contribution to journalArticlepeer-review

  44. Published

    Quaternion Valued Nonlinear Adaptive Filtering

    Cheong Took, C., 2011, In: ieee Transactions on neural networks. 22, 8, p. 1193-1206

    Research output: Contribution to journalArticlepeer-review

  45. Published

    Quaternion-valued short term joint forecasting of three-dimensional wind and atmospheric parameters

    Cheong Took, C., 2011, In: Renewable Energy. 36, 6, p. 1754-1760

    Research output: Contribution to journalArticlepeer-review

  46. 2010
  47. Published

    A Quaternion Widely Linear Adaptive Filter

    Cheong Took, C., Aug 2010, In: IEEE Transactions on Signal Processing. 58, 8, p. 4427-4431

    Research output: Contribution to journalArticlepeer-review

  48. Published

    An Augmented Affine Projection Algorithm for the Filtering of Noncircular Complex Signals

    Cheong Took, C., 2010, In: Signal Processing. 90, 6, p. 1788-1799

    Research output: Contribution to journalArticlepeer-review

  49. Published

    Quaternion-Valued Stochastic Gradient Based Adaptive IIR Filtering

    Cheong Took, C., 2010, In: IEEE Transactions on Signal Processing. 58, 7, p. 3895-3901

    Research output: Contribution to journalArticlepeer-review

  50. Published

    Split Quaternion Nonlinear Adaptive Filtering

    Cheong Took, C., 2010, In: Neural Networks. 23, 3, p. 426-434

    Research output: Contribution to journalArticlepeer-review

  51. 2009
  52. Published

    The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes

    Cheong Took, C., Apr 2009, In: IEEE Transactions on Signal Processing. 57, 4, p. 1316-1327

    Research output: Contribution to journalArticlepeer-review

  53. Published

    Adaptive IIR Filtering of Noncircular Complex Signals

    Cheong Took, C., 2009, In: IEEE Transactions on Signal Processing. 57, 10, p. 4111-4118

    Research output: Contribution to journalArticlepeer-review

  54. 2008
  55. Published

    Fractional Delay Estimation for Blind Source Separation and Localization of Temporomandibular Joint Sounds

    Cheong Took, C., 2008, In: IEEE Transactions on Biomedical Engineering. 55, 3, p. 949-956

    Research output: Contribution to journalArticlepeer-review

  56. 2006
  57. Published

    Underdetermined Blind Source Separation of Temporomandibular Joint Sounds

    Cheong Took, C., 2006, In: IEEE Transactions on Biomedical Engineering. p. 2123-2126

    Research output: Contribution to journalArticlepeer-review