Danilo P. Mandic

Toyoaki Nishida

AI Soc., 2011

Multilinear Subspace Regression: An Orthogonal Tensor Decomposition Approach.

[BibT_eX]

[DOI]

Andreas Schulze-Bonhage

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Widely linear adaptive frequency estimation in three-phase power systems under unbalanced voltage sag conditions.

[BibT_eX]

[DOI]

Yili Xia

Proceedings of the 2011 International Joint Conference on Neural Networks, 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

A collaborative filtering approach for quasi-brain-death EEG analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Augmented complex matrix factorisation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Blind extraction of improper quaternion sources.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

The least-mean-magnitude-phase algorithm with applications to communications systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Estimating human response to taste using EEG.

[BibT_eX]

[DOI]

Cheolsoo Park

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

An in-the-ear platform for recording electroencephalogram.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Power independent EMG based gesture recognition for robotics.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Multivariate multiscale entropy for brain consciousness analysis.

[BibT_eX]

[DOI]

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

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

[BibT_eX]

[DOI]

Cyrus Jahanchahi

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

2010

Characterisation of Signal Modality: Exploiting Signal Nonlinearity in Machine Learning and Signal Processing.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 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

Empirical mode decomposition for trivariate signals.

[BibT_eX]

[DOI]

Naveed ur Rehman

IEEE Trans. Signal Process., 2010

Noisy Component Extraction (NoiCE).

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2010

Complex Blind Source Extraction From Noisy Mixtures Using Second-Order Statistics.

[BibT_eX]

[DOI]

Soroush Javidi

IEEE Trans. Circuits Syst. I Regul. Pap., 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]

Bukhari Che Ujang

Neural Networks, 2010

Emd Approach to Multichannel EEG Data - the amplitude and Phase Components Clustering Analysis.

[BibT_eX]

[DOI]

Andrzej W. Przybyszewski

J. Circuits Syst. Comput., 2010

A modified Armijo rule for the online selection of learning rate of the LMS algorithm.

[BibT_eX]

[DOI]

Lazaros Polymenakos

Digit. Signal Process., 2010

A Regularised Normalised Augmented Complex Least Mean Square algorithm.

[BibT_eX]

[DOI]

Yili Xia

Soroush Javidi

Proceedings of the 2010 7th International Symposium on Wireless Communication Systems, 2010

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

[BibT_eX]

[DOI]

Bukhari Che Ujang

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

Quadrivariate Empirical Mode Decomposition.

[BibT_eX]

[DOI]

Naveed ur Rehman

Proceedings of the International Joint Conference on Neural Networks, 2010

Towards estimating selective auditory attention from EEG using a novel time-frequency-synchronisation framework.

[BibT_eX]

[DOI]

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]

Cyrus Jahanchahi

Proceedings of the International Joint Conference on Neural Networks, 2010

An Auditory Oddball Based Brain-Computer Interface System Using Multivariate EMD.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2010

Performance analysis of the conventional complex LMS and augmented complex LMS algorithms.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

Image fusion based on Fast and Adaptive Bidimensional Empirical Mode Decomposition.

[BibT_eX]

[DOI]

Mosabber Uddin Ahmed

Proceedings of the 13th Conference on Information Fusion, 2010

The widely linear quaternion recursive least squares filter.

[BibT_eX]

[DOI]

Cyrus Jahanchahi

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

Defective Areas Identification in Aircraft Components by Bivariate EMD Analysis of Ultrasound Signals.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks in Pattern Recognition, 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

Multiscale Image Fusion Using Complex Extensions of EMD.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

A class of stochastic gradient algorithms with exponentiated error cost functions.

[BibT_eX]

[DOI]

Digit. Signal Process., 2009

Upper bounds on the capacities of non-controllable finite-state channels using dynamic programming methods.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2009

Complex valued recurrent neural networks for noncircular complex signals.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

Conditioning multimodal information for smart environments.

[BibT_eX]

[DOI]

Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 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

Multichannel spectral pattern separation - An EEG processing application -.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2009

Qualitative analysis of rotational modes within three dimensional empirical mode decomposition.

[BibT_eX]

[DOI]

Naveed ur Rehman

Proceedings of the IEEE International Conference on Acoustics, 2009

Duality between widely linear and dual channel adaptive filtering.

[BibT_eX]

[DOI]

Susanne Still

Proceedings of the IEEE International Conference on Acoustics, 2009

Applications of complex augmented kernels to wind profile prediction.

[BibT_eX]

[DOI]

Anthony Kuh

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

An Assessment of Qualitative Performance of Machine Learning Architectures: Modular Feedback Networks.

[BibT_eX]

[DOI]

Mo Chen

IEEE Trans. Neural Networks, 2008

Post-Nonlinear Blind Extraction in the Presence of Ill-Conditioned Mixing.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2008

Preface.

[BibT_eX]

[DOI]

Wlodzislaw Duch

Neural Networks, 2008

A Homomorphic Neural Network for Modeling and Prediction.

[BibT_eX]

[DOI]

Maciej Pedzisz

Neural Comput., 2008

Blind source extraction: Standard approaches and extensions to noisy and post-nonlinear mixing.

[BibT_eX]

[DOI]

Neurocomputing, 2008

Advances in blind signal processing.

[BibT_eX]

[DOI]

Deniz Erdogmus

Toshihisa Tanaka

Neurocomputing, 2008

Online Detection of the Modality of Complex-Valued Real World Signals.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2008

Clustering of Spectral Patterns Based on EMD Components of EEG Channels with Applications to Neurophysiological Signals Separation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

EMD Approach to Multichannel EEG Data - The Amplitude and Phase Synchrony Analysis Technique.

[BibT_eX]

[DOI]

Andrzej W. Przybyszewski

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2008

Fusion of visual and thermal images using complex extension of EMD.

[BibT_eX]

[DOI]

Proceedings of the 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 2008

Online tracking of the degree of nonlinearity within complex signals.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

A machine learning enhanced empirical mode decomposition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Cascaded approach for microsleep data extraction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Qualitative assessment of intrinsic mode functions of empirical mode decomposition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

A Multimodal Approach to Communicative Interactivity Classification.

[BibT_eX]

[DOI]

Allan Kardec Barros

J. VLSI Signal Process., 2007

EEG Based Biometric Framework for Automatic Identity Verification.

[BibT_eX]

[DOI]

Ramaswamy Palaniappan

J. VLSI Signal Process., 2007

Sequential Data Fusion via Vector Spaces: Fusion of Heterogeneous Data in the Complex Domain.

[BibT_eX]

[DOI]

Kazuyuki Aihara

J. VLSI Signal Process., 2007

Feature Fusion for the Detection of Microsleep Events.

[BibT_eX]

[DOI]

J. VLSI Signal Process., 2007

Analysis and Online Realization of the CCA Approach for Blind Source Separation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2007

Stochastic Gradient-Adaptive Complex-Valued Nonlinear Neural Adaptive Filters With a Gradient-Adaptive Step Size.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2007

Complex Empirical Mode Decomposition.

[BibT_eX]

[DOI]

Toshihisa Tanaka

IEEE Signal Process. Lett., 2007

Biometrics from Brain Electrical Activity: A Machine Learning Approach.

[BibT_eX]

[DOI]

Ramaswamy Palaniappan

IEEE Trans. Pattern Anal. Mach. Intell., 2007

An augmented CRTRL for complex-valued recurrent neural networks.

[BibT_eX]

[DOI]

Neural Networks, 2007

An Augmented Extended Kalman Filter Algorithm for Complex-Valued Recurrent Neural Networks.

[BibT_eX]

[DOI]

Neural Comput., 2007

Algorithms for BER-Constrained Variable-Length Equalizers driven by Channel Response Knowledge over Frequency-Selective Radio Channel.

[BibT_eX]

[DOI]

Proceedings of the 65th IEEE Vehicular Technology Conference, 2007

Exploiting Nonlinearity in Adaptive Signal Processing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Nonlinear Speech Processing, 2007

Blood Volume Signal Analysis with Empirical Mode Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Digital Signal Processing, 2007

Regularised Adaptive Fir Filters for Image Denoising.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Digital Signal Processing, 2007

Blind Extraction of Microsleep Events.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Digital Signal Processing, 2007

A Unifying Approach to the Derivation of the Class of PNLMS Algorithms.

[BibT_eX]

[DOI]

Beth Jelfs

Proceedings of the 15th International Conference on Digital Signal Processing, 2007

A Class of Adaptively Regularised PNLMS Algorithms.

[BibT_eX]

[DOI]

Beth Jelfs

Jacob Benesty

Proceedings of the 15th International Conference on Digital Signal Processing, 2007

A Generalised Mixed Norm Stochastic Gradient Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Digital Signal Processing, 2007

Collaborative Adaptive Learning using Hybrid Filters.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Blind Extraction of Noisy Events using Nonlinear Predictor.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Rotation Invariant Complex Empirical Mode Decomposition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

Modelling the Communication Atmosphere: A Human Centered Multimedia Approach to Evaluate Communicative Situations.

[BibT_eX]

[DOI]

Proceedings of the Artifical Intelligence for Human Computing, 2007

2006

Introductory Note.

[BibT_eX]

[DOI]

Allan Kardec Barros

Jan Larsen

J. VLSI Signal Process., 2006

Blind Second-Order Source Extraction of Instantaneous Noisy Mixtures.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2006

A novel algorithm for the adaptation of the pole of Laguerre filters.

[BibT_eX]

[DOI]

Lazaros C. Polymenakos

IEEE Signal Process. Lett., 2006

A normalised kurtosis-based algorithm for blind source extraction from noisy measurements.

[BibT_eX]

[DOI]

Signal Process., 2006

An Implementation of Nonlinear Multiuser Detection in Rayleigh Fading Channel.

[BibT_eX]

[DOI]

John Homer

EURASIP J. Wirel. Commun. Netw., 2006

A Novel Tool for Sequential Fusion of Nonlinear Features: A Sleep Psychology Application.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2006

A Flexible Method for Envelope Estimation in Empirical Mode Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Auditory Feedback for Brain Computer Interface Management - An EEG Data Sonification Approach.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Sensor Network Localization Using Least Squares Kernel Regression.

[BibT_eX]

[DOI]

Anthony Kuh

Chaopin Zhu

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

An Online Method for Detecting Nonlinearity Within a Signal.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Blind source extraction of instantaneous noisy mixtures using a linear predictor.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

An analysis of the CCA approach for blind source separation and its adaptive realization.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

A Normalised Kurtosis Based Blind Source Extraction Algorithm for Noisy Mixtures.

[BibT_eX]

[DOI]

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

Sequential Detection Using Least Squares Temporal Difference Methods.

[BibT_eX]

[DOI]

Anthony Kuh

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

Speech Enhancement Based on the Response Features of Facilitated EI Neurons.

[BibT_eX]

[DOI]

André Borges Cavalcante

Allan Kardec Barros

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

2005

Nonlinear adaptive prediction of complex-valued signals by complex-valued PRNN.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2005

A class of novel blind source extraction algorithms based on a linear predictor.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005

Semi-blind source separation for convolutive mixtures based on frequency invariant transformation.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

A class of gradient-adaptive step size algorithms for complex-valued nonlinear neural adaptive filters.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

On nonlinear modular neural filters.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Fusion of State Space and Frequency- Domain Features for Improved Microsleep Detection.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Communicative Interactivity - A Multimodal Communicative Situation Classification Approach.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Energy of Brain Potentials Evoked During Visual Stimulus: A New Biometric?

[BibT_eX]

[DOI]

Ramaswamy Palaniappan

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

Data Fusion for Modern Engineering Applications: An Overview.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

2004

A novel method for determining the nature of time series.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2004

A generalized normalized gradient descent algorithm.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2004

A novel adaptive learning rate sequential blind source separation algorithm.

[BibT_eX]

[DOI]

Maria G. Jafari

Signal Process., 2004

A Complex-Valued RTRL Algorithm for Recurrent Neural Networks.

[BibT_eX]

[DOI]

Neural Comput., 2004

A non-parametric test for detecting the complex-valued nature of time series.

[BibT_eX]

[DOI]

Int. J. Knowl. Based Intell. Eng. Syst., 2004

Heteroscedastic kernel ridge regression.

[BibT_eX]

[DOI]

Neurocomputing, 2004

Quality assessment of hybrid nonlinear filters.

[BibT_eX]

[DOI]

Mo Chen

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

A fully adaptive normalized nonlinear gradient descent algorithm for complex-valued nonlinear adaptive filters.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2003

Signal Nonlinearity in fMRI: A Comparison between BOLD and MION.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2003

A Data Reusing Nonlinear Gradient Descent Algorithm for a Class of Complex Valued Neural Adaptive Filters.

[BibT_eX]

[DOI]

Neural Process. Lett., 2003

A complex-valued nonlinear neural adaptive filter with a gradient adaptive amplitude of the activation function.

[BibT_eX]

[DOI]

Neural Networks, 2003

Recurrent neural networks with trainable amplitude of activation functions.

[BibT_eX]

[DOI]

Neural Networks, 2003

On "an improved approach for nonlinear system identification using neural networks".

[BibT_eX]

[DOI]

J. Frankl. Inst., 2003

An on-line algorithm for blind source extraction based on nonlinear prediction approach.

[BibT_eX]

[DOI]

Uttachai Manmontri

Proceedings of the NNSP 2003, 2003

Nonlinear adaptive prediction using a complex-valued PRNN.

[BibT_eX]

[DOI]

Proceedings of the NNSP 2003, 2003

A Fast Converging Sequential Blind Source Separation Algorithm for Cyclostationary Sources.

[BibT_eX]

[DOI]

Maria G. Jafari

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

A Data-Reusing Gradient Descent Algorithm for Complex-Valued Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

A normalized mixed-norm adaptive filtering algorithm robust under impulsive noise interference.

[BibT_eX]

[DOI]

Eftychios V. Papoulis

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Analysis of the class of complex-valued error adaptive normalised nonlinear gradient descent algorithms.

[BibT_eX]

[DOI]

Ian Yates

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

A differential entropy based method for determining the optimal embedding parameters of a signal.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

A gradient adaptive step size algorithm for IIR filters.

[BibT_eX]

[DOI]

Eftychios V. Papoulis

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Approximately unbiased estimation of conditional variance in heteroscedastic kernel ridge regression.

[BibT_eX]

[DOI]

Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003

2002

Nonlinear FIR adaptive filters with a gradient adaptive amplitude in the nonlinearity.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2002

Data-Reusing Recurrent Neural Adaptive Filters.

[BibT_eX]

[DOI]

Neural Comput., 2002

A spatially-adaptive neural network approach to regularized image restoration.

[BibT_eX]

[DOI]

Alex S. Palmer

Moe Razaz

J. Intell. Fuzzy Syst., 2002

Spatially Adaptive Image Restoration by Neural Network Filtering.

[BibT_eX]

[DOI]

Alex S. Palmer

Moe Razaz

Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002

Fully adaptive neural nonlinear FIR filters.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002

A hierarchical feedforward adaptive filter for system identification.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002

A global gradient descent algorithm for hierarchical FIR adaptive filters.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Digital Signal Processing, 2002

On sensitivity of neural adaptive filters with respect to the slope parameter of a neuron activation function.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2002

A general adaptive normalised nonlinear-gradient descent algorithm for nonlinear adaptive filters.

[BibT_eX]

[DOI]

Dai I. Kim

Proceedings of the IEEE International Conference on Acoustics, 2002

On the derivation of the optimal payload size for packet based transmission over a binary symmetrical communication channel.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2002

A normalised complex backpropagation algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2002

Error Functions for Prediction of Episodes of Poor Air Quality.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2002

Heteroscedastic regularised kernel regression for prediction of episodes of poor air quality.

[BibT_eX]

[DOI]

Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002

2001

A normalized gradient descent algorithm for nonlinear adaptive filters using a gradient adaptive step size.

[BibT_eX]

[DOI]

Moe Razaz

IEEE Signal Process. Lett., 2001

A fully adaptive normalized nonlinear gradient descent algorithm for nonlinear system identification.

[BibT_eX]

[DOI]

Igor R. Krcmar

Proceedings of the IEEE International Conference on Acoustics, 2001

Nonlinear modelling of air pollution time series.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2001

2000

Advanced RNN Based NARMA Predictors.

[BibT_eX]

[DOI]

J. VLSI Signal Process., 2000

On the choice of parameters of the cost function in nested modular RNN's.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2000

A normalised real time recurrent learning algorithm.

[BibT_eX]

[DOI]

Signal Process., 2000

Towards the Optimal Learning Rate for Backpropagation.

[BibT_eX]

[DOI]

Neural Process. Lett., 2000

Relationships Between the A Priori and A Posteriori Errors in Nonlinear Adaptive Neural Filters.

[BibT_eX]

[DOI]

Neural Comput., 2000

On the Choice of Tactile Code.

[BibT_eX]

[DOI]

Richard W. Harvey

Djemal H. Kolonic

Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

On global asymptotic stability of fully connected recurrent neural networks.

[BibT_eX]

[DOI]

Milorad M. Bozic

Proceedings of the IEEE International Conference on Acoustics, 2000

Some potential pitfalls with s to z-plane mappings.

[BibT_eX]

[DOI]

Richard W. Harvey

Djemal H. Kolonic

Proceedings of the IEEE International Conference on Acoustics, 2000

Visualising error surfaces for adaptive filters and other purposes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2000

A normalized gradient algorithm for an adaptive recurrent perceptron.

[BibT_eX]

[DOI]

Warren Sherliker

Proceedings of the IEEE International Conference on Acoustics, 2000

1999

Toward an optimal PRNN-based nonlinear predictor.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1999

Exploiting inherent relationships in RNN architectures.

[BibT_eX]

[DOI]

Neural Networks, 1999

Relating the Slope of the Activation Function and the Learning Rate Within a Recurrent Neural Network.

[BibT_eX]

[DOI]

Neural Comput., 1999

Global asymptotic convergence of nonlinear relaxation equations realised through a recurrent perceptron.

[BibT_eX]

[DOI]