Clive Cheong Took

According to our database, Clive Cheong Took authored at least 80 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Augmented Statistics of Quaternion Random Variables: A lynchpin of quaternion learning machines [Hypercomplex Signal and Image Processing].

Clive Cheong Took, Sayed Pouria Talebi, Rosa M. Fernández-Alcalá, Danilo P. Mandic

IEEE Signal Process. Mag., May, 2024

Reconfigurable Quaternion LMS.

Alin Tisan, Clive Cheong Took

IEEE Trans. Ind. Informatics, March, 2024

A review of signal processing and machine learning techniques for interictal epileptiform discharge detection.

Bahman Abdi-Sargezeh, Sepehr Shirani, Saeid Sanei, Clive Cheong Took, Oana Geman, Gonzalo Alarcón, Antonio Valentín

Comput. Biol. Medicine, January, 2024

Widrow-Hoff LMS Adaline Demonstrator for Schools and Colleges.

Stephen R. Alty, Clive Cheong Took

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

An Optimal Linear Fusion Estimation Algorithm of Reduced Dimension for T-Proper Systems with Multiple Packet Dropouts.

Rosa M. Fernández-Alcalá, José D. Jiménez-López, Nicolas Le Bihan, Clive Cheong Took

Sensors, 2023

The HR-Calculus: Enabling Information Processing with Quaternion Algebra.

Danilo P. Mandic, Sayed Pouria Talebi, Clive Cheong Took, Yili Xia, Dongpo Xu, Min Xiang, Pauline Bourigault

CoRR, 2023

A novel technique for optimizing the filter size of CNNs without backpropagation.

Mohammed Manzar Maqbool, Clive Cheong Took, Saeid Sanei

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Weight sharing for single-channel LMS.

Shamahil Ibunu, Karl Moore, Clive Cheong Took, Danilo P. Mandic

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Rapid FPGA implementation of a cost effective quaternion LMS estimator.

Alin Tisan, Clive Cheong Took

Proceedings of the 32nd IEEE International Symposium on Industrial Electronics, 2023

2022

Weight sharing for LMS algorithms: Convolutional neural networks inspired multichannel adaptive filtering.

Clive Cheong Took, Danilo P. Mandic

Digit. Signal Process., 2022

A Joint Particle Filter for Quaternion-Valued $\alpha$-Stable Signals via the Characteristic Function.

Sayed Pouria Talebi, Stefan Werner, Yili Xia, Clive Cheong Took, Danilo P. Mandic

Proceedings of the 12th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2022

FPGA accelerators HLS-based design of hyper complex LMS filters.

Alin Tisan, Eric Monmasson, Clive Cheong Took

Proceedings of the IECON 2022, 2022

2021

Guest Editorial: Special Issue on Deep Representation and Transfer Learning for Smart and Connected Health.

Vasile Palade, Stefan Wermter, Ariel Ruiz-Garcia, Antônio de Pádua Braga, Clive Cheong Took

IEEE Trans. Neural Networks Learn. Syst., 2021

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

Clive Cheong Took, Stephen R. Alty, Anush Yardim, David M. Howard

IEEE Signal Process. Mag., 2021

Deep neural network representation and Generative Adversarial Learning.

Ariel Ruiz-Garcia, Jürgen Schmidhuber, Vasile Palade, Clive Cheong Took, Danilo P. Mandic

Neural Networks, 2021

A Variable Memory Length Auto Encoder.

Shamahil Ibunu, Samuel Weller, Clive Cheong Took

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

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

Saeid Sanei, Clive Cheong Took, Delaram Jarchi, Ales Procházka

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Efficient Algorithm to Implement Sliding Singular Spectrum Analysis with Application to Biomedical Signal Denoising.

Muzammil Saeed, Clive Cheong Took, Stephen R. Alty

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Reply to "Comments on 'The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes'".

Danilo P. Mandic, Clive Cheong Took

IEEE Trans. Signal Process., 2019

Quo Vadis ICASSP: Echoes of 2019 ICASSP in Brighton, United Kingdom: Signal Processing Meets the Needs of Modern Humankind [Conference Highlights].

Danilo P. Mandic, Petar M. Djuric, Andrzej Cichocki, Clive Cheong Took, Saeid Sanei, Lajos Hanzo

IEEE Signal Process. Mag., 2019

Multichannel Quaternion Least Mean Square Algorithm.

Clive Cheong Took, Yili Xia

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

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

Min Xiang, Shirin Enshaeifar, Alexander E. Stott, Clive Cheong Took, Yili Xia, Sithan Kanna, Danilo P. Mandic

Signal Process., 2018

Deep Neural Architectures for Mapping Scalp to Intracranial EEG.

Andreas Antoniades, Loukianos Spyrou, David Martín-Lopez, Antonio Valentín, Gonzalo Alarcón, Saeid Sanei, Clive Cheong Took

Int. J. Neural Syst., 2018

Quaternion Adaptive Line Enhancer based on Singular Spectrum Analysis.

Saeid Sanei, Clive Cheong Took, Shirin Enshaeifar

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Segment Parameter Labelling in MCMC Mean-Shift Change Detection.

Alireza Ahrabian, Shirin Enshaeifar, Clive Cheong Took, Payam M. Barnaghi

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Unsupervised Learning for Trustworthy IoT.

Nikhil Banerjee, Thanassis Giannetsos, Emmanouil Panaousis, Clive Cheong Took

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2017

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

Min Xiang, Clive Cheong Took, Danilo P. Mandic

Signal Process., 2017

Volatility Based Change Detection in Data Streams.

Alireza Ahrabian, Nazli FarajiDavar, Clive Cheong Took, Payam M. Barnaghi

CoRR, 2017

Diagonalisation of covariance matrices in quaternion widely linear signal processing.

Min Xiang, Shirin Enshaeifar, Alexander Stott, Clive Cheong Took, Yili Xia, Danilo P. Mandic

CoRR, 2017

On making sense of neural networks in road analysis.

Daniel Morris, Andreas Antoniades, Clive Cheong Took

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Constrained LMS for dynamic flow networks.

Konstantinos Eftaxias, Clive Cheong Took, Bruno Venturini, David Arscott

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Data analysis as a web service: A case study using IoT sensor data.

Alireza Ahrabian, Sefki Kolozali, Shirin Enshaeifar, Clive Cheong Took, Payam M. Barnaghi

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Quaternion adaptive line enhancer.

Saeid Sanei, Clive Cheong Took, Shirin Enshaeifar, Tracey Kah-Mein Lee

Proceedings of the 25th European Signal Processing Conference, 2017

2016

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

Youngjoo Kim, Jiwoo Ryu, Ko Keun Kim, Clive Cheong Took, Danilo P. Mandic, Cheolsoo Park

Comput. Intell. Neurosci., 2016

A regularised EEG informed Kalman filtering algorithm.

Shirin Enshaeifar, Loukianos Spyrou, Saeid Sanei, Clive Cheong Took

Biomed. Signal Process. Control., 2016

An improved mini-batching technique: Sample-and-Learn.

Andreas Antoniades, Clive Cheong Took, Yaochu Jin

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Deep learning for epileptic intracranial EEG data.

Andreas Antoniades, Loukianos Spyrou, Clive Cheong Took, Saeid Sanei

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Speeding up feature selection: A deep-inspired network pruning algorithm.

Andreas Antoniades, Clive Cheong Took

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Novel quaternion matrix factorisations.

Shirin Enshaeifar, Clive Cheong Took, Saeid Sanei, Danilo P. Mandic

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

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

Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic

IEEE Trans. Neural Networks Learn. Syst., 2015

Complex tensor based blind source separation of EEG for tracking P300 subcomponents.

Samaneh Kouchaki, Shirin Enshaeifar, Clive Cheong Took, Saeid Sanei

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

Adaptive Convex Combination Approach for the Identification of Improper Quaternion Processes.

Bukhari Che Ujang, Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic

IEEE Trans. Neural Networks Learn. Syst., 2014

Singular spectrum analysis for tracking of P300.

Shirin Enshaeifar, Saeid Sanei, Clive Cheong Took

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

A Google approach for computational intelligence in big data.

Andreas Antoniades, Clive Cheong Took

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

The correlation preserving transform resolves phase ambiguity in complex decorrelating transforms.

Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic

Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

An eigen-based approach for complex-valued Forecasting.

Shirin Enshaeifar, Saeid Sanei, Clive Cheong Took

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Prediction of wide-sense stationary quaternion random signals.

Jesús Navarro-Moreno, Rosa M. Fernández-Alcalá, Clive Cheong Took, Danilo P. Mandic

Signal Process., 2013

A class of quaternion valued affine projection algorithms.

Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic

Signal Process., 2013

On intraference and its implications in complex-valued signal processing.

Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

On Approximate Diagonalization of Correlation Matrices in Widely Linear Signal Processing.

Clive Cheong Took, Scott C. Douglas, Danilo P. Mandic

IEEE Trans. Signal Process., 2012

Algorithmic Trading Using Phase Synchronization.

Alireza Ahrabian, Clive Cheong Took, Danilo P. Mandic

IEEE J. Sel. Top. Signal Process., 2012

On quaternion analyticity: Enabling quaternion-valued nonlinear adaptive filtering.

Bukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

On gradient calculation in quaternion adaptive filtering.

Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Quaternion-Valued Nonlinear Adaptive Filtering.

Bukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic

IEEE Trans. Neural Networks, 2011

Fast Independent Component Analysis Algorithm for Quaternion Valued Signals.

Soroush Javidi, Clive Cheong Took, Danilo P. Mandic

IEEE Trans. Neural Networks, 2011

A Quaternion Gradient Operator and Its Applications.

Danilo P. Mandic, Cyrus Jahanchahi, Clive Cheong Took

IEEE Signal Process. Lett., 2011

Augmented second-order statistics of quaternion random signals.

Clive Cheong Took, Danilo P. Mandic

Signal Process., 2011

On the unitary diagonalisation of a special class of quaternion matrices.

Clive Cheong Took, Danilo P. Mandic, Fuzhen Zhang

Appl. Math. Lett., 2011

A class of fast quaternion valued variable stepsize stochastic gradient learning algorithms for vector sensor processes.

Mingxuan Wang, Clive Cheong Took, Danilo P. Mandic

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Blind extraction of improper quaternion sources.

Soroush Javidi, Clive Cheong Took, Cyrus Jahanchahi, Nicolas Le Bihan, Danilo P. Mandic

Proceedings of the IEEE International Conference on Acoustics, 2011

A unifying framework for the analysis of quaternion valued adaptive filters.

Clive Cheong Took, Cyrus Jahanchahi, Danilo P. Mandic

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010

A quaternion widely linear adaptive filter.

Clive Cheong Took, Danilo P. Mandic

IEEE Trans. Signal Process., 2010

Quaternion-valued stochastic gradient-based adaptive IIR filtering.

Clive Cheong Took, Danilo P. Mandic

IEEE Trans. Signal Process., 2010

An augmented affine projection algorithm for the filtering of noncircular complex signals.

Yili Xia, Clive Cheong Took, Danilo P. Mandic

Signal Process., 2010

Split quaternion nonlinear adaptive filtering.

Bukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic

Neural Networks, 2010

Identification of improper processes by variable tap-length complex-valued adaptive filters.

Bukhari Che Ujang, Clive Cheong Took, Danilo P. Mandic

Proceedings of the International Joint Conference on Neural Networks, 2010

Quaternion-valued short term forecasting of wind profile.

Clive Cheong Took, Danilo P. Mandic, Kazuyuki Aihara

Proceedings of the International Joint Conference on Neural Networks, 2010

On HR calculus, quaternion valued stochastic gradient, and adaptive three dimensional wind forecasting.

Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic

Proceedings of the International Joint Conference on Neural Networks, 2010

The widely linear quaternion recursive least squares filter.

Cyrus Jahanchahi, Clive Cheong Took, Danilo P. Mandic

Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010

2009

Adaptive IIR filtering of noncircular complex signals.

Clive Cheong Took, Danilo P. Mandic

IEEE Trans. Signal Process., 2009

The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes.

Clive Cheong Took, Danilo P. Mandic

IEEE Trans. Signal Process., 2009

A split quaternion nonlinear adaptive filter.

Bukhari Che Ujang, Clive Cheong Took, Aleksandar Kavcic, Danilo P. Mandic

Proceedings of the IEEE International Conference on Acoustics, 2009

Study of the quaternion LMS and four-channel LMS algorithms.

Clive Cheong Took, Danilo P. Mandic, Jacob Benesty

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

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

Clive Cheong Took, Saeid Sanei, Scott Rickard, Jonathon A. Chambers, Stephen Dunne

IEEE Trans. Biomed. Eng., 2008

2007

Exploiting Sparsity, Sparseness and Super-Gaussianity in Underdetermined Blind Identification of Temporomandibular Joint Sounds.

Clive Cheong Took, Saeid Sanei

J. Comput., 2007

Estimation and Location Tracking of the P300 Subcomponents from Single-Trial EEG.

Loukianos Spyrou, Saeid Sanei, Clive Cheong Took

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Underdetermined Blind Source Separation of Temporomandibular Joint Sounds.

Clive Cheong Took, Saeid Sanei, Jonathon A. Chambers, Stephen Dunne

IEEE Trans. Biomed. Eng., 2006

A Filtering Approach to Underdetermined Blind Source Separation With Application to Temporomandibular Disorders.

Clive Cheong Took, Saeid Sanei, Jonathon A. Chambers

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

A geometrically constrained anechoic model for blind separation of temporomandibular Joint sounds.

Clive Cheong Took, Saeid Sanei, Jonathon A. Chambers, Stephen Dunne

Proceedings of the 14th European Signal Processing Conference, 2006

2005

Incorporating frequency warping into sparse component analysis.

Saeid Sanei, Savvas Constantinides, Clive Cheong Took, Binyang Song

Proceedings of the 13th European Signal Processing Conference, 2005