Clive Cheong Took

IEEE Trans. Ind. Informatics, March, 2024

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

[BibT_eX]

[DOI]

Comput. Biol. Medicine, January, 2024

2023

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

[BibT_eX]

[DOI]

Rosa M. Fernández-Alcalá

José D. Jiménez-López

Nicolas Le Bihan

Sensors, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

Mohammed Manzar Maqbool

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Weight sharing for single-channel LMS.

[BibT_eX]

[DOI]

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

Rapid FPGA implementation of a cost effective quaternion LMS estimator.

[BibT_eX]

[DOI]

Alin Tisan

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

2022

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

[BibT_eX]

[DOI]

Digit. Signal Process., 2022

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Alin Tisan

Eric Monmasson

Proceedings of the IECON 2022, 2022

2021

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

[BibT_eX]

[DOI]

Vasile Palade

Stefan Wermter

Ariel Ruiz-Garcia

Antônio de Pádua Braga

IEEE Trans. Neural Networks Learn. Syst., 2021

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

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2021

Deep neural network representation and Generative Adversarial Learning.

[BibT_eX]

[DOI]

Neural Networks, 2021

A Variable Memory Length Auto Encoder.

[BibT_eX]

[DOI]

Shamahil Ibunu

Samuel Weller

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

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

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

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

[BibT_eX]

[DOI]

Muzammil Saeed

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'".

[BibT_eX]

[DOI]

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].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2019

Multichannel Quaternion Least Mean Square Algorithm.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Signal Process., 2018

Deep Neural Architectures for Mapping Scalp to Intracranial EEG.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2018

Quaternion Adaptive Line Enhancer based on Singular Spectrum Analysis.

[BibT_eX]

[DOI]

Shirin Enshaeifar

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Segment Parameter Labelling in MCMC Mean-Shift Change Detection.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Unsupervised Learning for Trustworthy IoT.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Min Xiang

Signal Process., 2017

Volatility Based Change Detection in Data Streams.

[BibT_eX]

[DOI]

CoRR, 2017

Diagonalisation of covariance matrices in quaternion widely linear signal processing.

[BibT_eX]

[DOI]

CoRR, 2017

On making sense of neural networks in road analysis.

[BibT_eX]

[DOI]

Daniel Morris

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

Constrained LMS for dynamic flow networks.

[BibT_eX]

[DOI]

Konstantinos Eftaxias

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.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Quaternion adaptive line enhancer.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2016

A regularised EEG informed Kalman filtering algorithm.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2016

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

[BibT_eX]

[DOI]

Yaochu Jin

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

Deep learning for epileptic intracranial EEG data.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

Novel quaternion matrix factorisations.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2014

Singular spectrum analysis for tracking of P300.

[BibT_eX]

[DOI]

Shirin Enshaeifar

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

A Google approach for computational intelligence in big data.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

An eigen-based approach for complex-valued Forecasting.

[BibT_eX]

[DOI]

Shirin Enshaeifar

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

Prediction of wide-sense stationary quaternion random signals.

[BibT_eX]

[DOI]

Jesús Navarro-Moreno

Rosa M. Fernández-Alcalá

Signal Process., 2013

A class of quaternion valued affine projection algorithms.

[BibT_eX]

[DOI]

Signal Process., 2013

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

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

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

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

Algorithmic Trading Using Phase Synchronization.

[BibT_eX]

[DOI]

Alireza Ahrabian

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

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

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

On gradient calculation in quaternion adaptive filtering.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

Quaternion-Valued Nonlinear Adaptive Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2011

Fast Independent Component Analysis Algorithm for Quaternion Valued Signals.

[BibT_eX]

[DOI]

Soroush Javidi

IEEE Trans. Neural Networks, 2011

A Quaternion Gradient Operator and Its Applications.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2011

Augmented second-order statistics of quaternion random signals.

[BibT_eX]

[DOI]

Signal Process., 2011

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

[BibT_eX]

[DOI]

Fuzhen Zhang

Appl. Math. Lett., 2011

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

[BibT_eX]

[DOI]

Mingxuan Wang

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

Blind extraction of improper quaternion sources.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

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

[BibT_eX]

[DOI]

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

2010

A quaternion widely linear adaptive filter.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

Quaternion-valued stochastic gradient-based adaptive IIR filtering.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2010

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

[BibT_eX]

[DOI]

Yili Xia

Signal Process., 2010

Split quaternion nonlinear adaptive filtering.

[BibT_eX]

[DOI]

Neural Networks, 2010

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

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

Quaternion-valued short term forecasting of wind profile.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

The widely linear quaternion recursive least squares filter.

[BibT_eX]

[DOI]

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

2009

Adaptive IIR filtering of noncircular complex signals.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

A split quaternion nonlinear adaptive filter.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2008

2007

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

[BibT_eX]

[DOI]

J. Comput., 2007

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

[BibT_eX]

[DOI]

Loukianos Spyrou

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Underdetermined Blind Source Separation of Temporomandibular Joint Sounds.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2006

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 14th European Signal Processing Conference, 2006

2005

Incorporating frequency warping into sparse component analysis.

[BibT_eX]

[DOI]

Savvas Constantinides