Danilo P. Mandic
Orcid: 0000000184323963Affiliations:
 Imperial College London, UK
According to our database^{1},
Danilo P. Mandic
authored at least 531 papers
between 1999 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:

on orcid.org
On csauthors.net:
Bibliography
2024
IEEE Trans. Syst. Man Cybern. Syst., September, 2024
IEEE Trans. Circuits Syst. Video Technol., August, 2024
IEEE Trans. Biomed. Eng., July, 2024
Augmented Statistics of Quaternion Random Variables: A lynchpin of quaternion learning machines [Hypercomplex Signal and Image Processing].
IEEE Signal Process. Mag., May, 2024
Demystifying the Hypercomplex: Inductive biases in hypercomplex deep learning [Hypercomplex Signal and Image Processing].
IEEE Signal Process. Mag., May, 2024
IEEE Trans. Circuits Syst. II Express Briefs, March, 2024
Sensors, February, 2024
IEEE Signal Process. Lett., 2024
Artificial intelligenceenhanced electrocardiography derived body mass index as a predictor of future cardiometabolic disease.
npj Digit. Medicine, 2024
Neural Networks, 2024
CoRR, 2024
CoRR, 2024
FinLlama: Financial Sentiment Classification for Algorithmic Trading Applications.
CoRR, 2024
Quaternion recurrent neural network with realtime recurrent learning and maximum correntropy criterion.
CoRR, 2024
Widely Linear Matched Filter: A Lynchpin towards the Interpretability of Complexvalued CNNs.
CoRR, 2024
Proceedings of the Fortyfirst International Conference on Machine Learning, 2024
Detecting GammaBand Responses to the Speech Envelope for the ICASSP 2024 Auditory EEG Decoding Signal Processing Grand Challenge.
Proceedings of the IEEE International Conference on Acoustics, 2024
Segmented Error Minimisation (Semi) for Robust Training of Deep Learning Models with NonLinear Shifts in Reference Data.
Proceedings of the IEEE International Conference on Acoustics, 2024
2023
IEEE Trans. Neural Networks Learn. Syst., December, 2023
Design and Implementation of an Atrial Fibrillation Detection Algorithm on the ARM CortexM4 Microcontroller.
Sensors, September, 2023
GraphRegularized Tensor Regression: A DomainAware Framework for Interpretable Modeling of Multiway Data on Graphs.
Neural Comput., August, 2023
Rapid extraction of respiratory waveforms from photoplethysmography: A deep correncoder approach.
Biomed. Signal Process. Control., August, 2023
Convolutional Neural Networks Demystified: A Matched Filtering PerspectiveBased Tutorial.
IEEE Trans. Syst. Man Cybern. Syst., June, 2023
Understanding the Basis of Graph Convolutional Neural Networks via an Intuitive Matched Filtering Approach [Lecture Notes].
IEEE Signal Process. Mag., March, 2023
Sensors, March, 2023
Lastiterate convergence analysis of stochastic momentum methods for neural networks.
Neurocomputing, March, 2023
A class of doubly stochastic shift operators for random graph signals and their boundedness.
Neural Networks, January, 2023
IEEE Trans. Signal Process., 2023
IEEE Trans. Cogn. Dev. Syst., 2023
IEEE Signal Process. Lett., 2023
Performance analysis of the augmented complexvalued least mean kurtosis algorithm.
Signal Process., 2023
IEEE Trans. Pattern Anal. Mach. Intell., 2023
IEEE Control. Syst. Lett., 2023
Decoding Envelope and FrequencyFollowing EEG Responses to Continuous Speech Using Deep Neural Networks.
CoRR, 2023
CoRR, 2023
CoRR, 2023
CoRR, 2023
TensorGPT: Efficient Compression of the Embedding Layer in LLMs based on the TensorTrain Decomposition.
CoRR, 2023
AmplitudeIndependent Machine Learning for PPG through Visibility Graphs and Transfer Learning.
CoRR, 2023
UAdam: Unified AdamType Algorithmic Framework for NonConvex Stochastic Optimization.
CoRR, 2023
Graph Tensor Networks: An Intuitive Framework for Designing LargeScale Neural Learning Systems on Multiple Domains.
CoRR, 2023
Fair and skilldiverse student group formation via constrained kway graph partitioning.
CoRR, 2023
Proceedings of the IEEE Statistical Signal Processing Workshop, 2023
Proceedings of the International Conference on Machine Learning, 2023
A comparative study on MLbased approaches for Main Entity Detection in Financial Reports.
Proceedings of the 24th International Conference on Digital Signal Processing, 2023
Proceedings of the 24th International Conference on Digital Signal Processing, 2023
Proceedings of the 24th International Conference on Digital Signal Processing, 2023
ClassA Entropy for the Analysis of Structural Complexity of Physiological Signals.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Tensor Completion for Efficient and Accurate Hyperparameter Optimisation in LargeScale Statistical Learning.
Proceedings of the IEEE International Conference on Acoustics, 2023
Hierarchical Graph Learning for Stock Market Prediction Via a DomainAware Graph Pooling Operator.
Proceedings of the IEEE International Conference on Acoustics, 2023
Generalization Error of a Regression Model for NonInvasive Blood Pressure Monitoring using a Single Photoplethysmography (PPG) Signal.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Hearables: Heart Rate Variability from Ear Electrocardiogram and Ear Photoplethysmogram (EarECG and EarPPG).
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
Supervised Learning for Nonsequential Data: A Canonical Polyadic Decomposition Approach.
IEEE Trans. Neural Networks Learn. Syst., 2022
Wearable InEar PPG: Detailed Respiratory Variations Enable Classification of COPD.
IEEE Trans. Biomed. Eng., 2022
Accelerating Tensor Contraction Products via TensorTrain Decomposition [Tips & Tricks].
IEEE Signal Process. Mag., 2022
A full secondorder statistical analysis of strictly linear and widely linear estimators with MSE and Gaussian entropy criteria.
Signal Process., 2022
Signal Process., 2022
A Pilot Study of Heart Rate Variability Synchrony as a Marker of Intraoperative Surgical Teamwork and Its Correlation to the Length of Procedure.
Sensors, 2022
Neural Comput. Appl., 2022
Variational Embedding Multiscale Sample Entropy: A Tool for Complexity Analysis of Multichannel Systems.
Entropy, 2022
Multivariate Multiscale Cosine Similarity Entropy and Its Application to Examine Circularity Properties in Division Algebras.
Entropy, 2022
Weight sharing for LMS algorithms: Convolutional neural networks inspired multichannel adaptive filtering.
Digit. Signal Process., 2022
CoRR, 2022
Rapid Extraction of Respiratory Waveforms from Photoplethysmography: A Deep Encoder Approach.
CoRR, 2022
GraphRegularized Tensor Regression: A DomainAware Framework for Interpretable MultiWay Financial Modelling.
CoRR, 2022
HyperGST: Predict Metro Passenger Flow Incorporating GraphSAGE, Hypergraph, Socialmeaningful Edge Weights and Temporal Exploitation.
CoRR, 2022
CoRR, 2022
CoRR, 2022
CoRR, 2022
BinauralGrad: A TwoStage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
A Joint Particle Filter for QuaternionValued $\alpha$Stable Signals via the Characteristic Function.
Proceedings of the 12th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Infergrad: Improving Diffusion Models for Vocoder by Considering Inference in Training.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Graph and tensortrain recurrent neural networks for highdimensional models of limit order books.
Proceedings of the 3rd ACM International Conference on AI in Finance, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Explainable Deep Learning Classification of Respiratory Sound for Telemedicine Applications.
AII, 2022
2021
A Full SecondOrder Analysis of the Widely Linear MVDR Beamformer for Noncircular Signals.
IEEE Trans. Signal Process., 2021
IEEE Trans. Neural Networks Learn. Syst., 2021
IEEE Signal Process. Mag., 2021
IEEE Signal Process. Lett., 2021
Online Censoring Based WeightedFrequency Fourier Linear Combiner for Estimation of Pathological Hand Tremors.
IEEE Signal Process. Lett., 2021
A layerwise distribution analysis of the WLMMSESIC MIMO receiver for rectilinear or quasirectilinear signals.
Signal Process., 2021
Signal Process., 2021
Convergence of the RMSProp deep learning method with penalty for nonconvex optimization.
Neural Networks, 2021
Neural Networks, 2021
A review of Hidden Markov models and Recurrent Neural Networks for event detection and localization in biomedical signals.
Inf. Fusion, 2021
CoRR, 2021
An Apparatus for the Simulation of Breathing Disorders: Physically Meaningful Generation of Surrogate Data.
CoRR, 2021
Reducing Computational Complexity of Tensor Contractions via TensorTrain Networks.
CoRR, 2021
Understanding the Basis of Graph Convolutional Neural Networks via an Intuitive Matched Filtering Approach.
CoRR, 2021
CoRR, 2021
Hearables: From inear Recording of Vital Signs and Neural Function to Doctorless Hospitals.
Proceedings of the 10th Mediterranean Conference on Embedded Computing, 2021
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021
TensorTrain Recurrent Neural Networks for Interpretable MultiWay Financial Forecasting.
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Learning to classify and imitate trading agents in continuous double auction markets.
Proceedings of the ICAIF'21: 2nd ACM International Conference on AI in Finance, Virtual Event, November 3, 2021
Recurrent Graph Tensor Networks: A LowComplexity Framework for Modelling HighDimensional MultiWay Sequences.
Proceedings of the 29th European Signal Processing Conference, 2021
Hearables: Making Sense from Motion Artefacts in EarEEG for RealLife Human Activity Classification.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Complex Properness Inspired Blind Adaptive FrequencyDependent I/Q Imbalance Compensation for Wideband DirectConversion Receivers.
IEEE Trans. Wirel. Commun., 2020
Performance Analysis of Deficient Length Quaternion Least Mean Square Adaptive Filters.
IEEE Trans. Signal Process., 2020
IEEE Trans. Signal Process., 2020
Tensor Networks for Latent Variable Analysis: Novel Algorithms for Tensor Train Approximation.
IEEE Trans. Neural Networks Learn. Syst., 2020
Tensor Networks for Latent Variable Analysis: Higher Order Canonical Polyadic Decomposition.
IEEE Trans. Neural Networks Learn. Syst., 2020
Analysis of Least Stochastic Entropy Adaptive Filters for Noncircular Gaussian Signals.
IEEE Trans. Circuits Syst. II Express Briefs, 2020
FractionalOrder Correntropy Filters for Tracking Dynamic Systems in αStable Environments.
IEEE Trans. Circuits Syst., 2020
Hearables: Automatic Overnight Sleep Monitoring With Standardized InEar EEG Sensor.
IEEE Trans. Biomed. Eng., 2020
IEEE Trans. Autom. Control., 2020
IEEE Signal Process. Mag., 2020
FractionalOrder Correntropy Adaptive Filters for Distributed Processing of $\alpha$Stable Signals.
IEEE Signal Process. Lett., 2020
Signal Process., 2020
InEar SpO2: A Tool for Wearable, Unobtrusive Monitoring of Core Blood Oxygen Saturation.
Sensors, 2020
Quadratic programming over ellipsoids with applications to constrained linear regression and tensor decomposition.
Neural Comput. Appl., 2020
Data Analytics on Graphs Part III: Machine Learning on Graphs, from Graph Topology to Applications.
Found. Trends Mach. Learn., 2020
Found. Trends Mach. Learn., 2020
Found. Trends Mach. Learn., 2020
Digit. Signal Process., 2020
CoRR, 2020
CoRR, 2020
Methods of Adaptive Signal Processing on Graphs Using VertexTime Autoregressive Models.
CoRR, 2020
Supervised Learning for NonSequential Data with the Canonical Polyadic Decomposition.
CoRR, 2020
Graph Signal Processing  Part III: Machine Learning on Graphs, from Graph Topology to Applications.
CoRR, 2020
Design of Improper Constellations for Optimal Data Rates in Downlink NOMA Systems.
Proceedings of the 2020 International Conference on Wireless Communications and Signal Processing (WCSP), 2020
Improperness Based SINR Analysis of GFDM Systems Under Joint Tx and Rx I/Q Imbalance.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020
SINR Analysis Of Mimo Systems With Widely Linear MMSE Receivers For The Reception Of RealValued Constellations.
Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
A Probabilistic BeattoBeat Filtering Model for Continuous and Accurate Blood Pressure Estimation.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020
Solving General Elliptical Mixture Models through an Approximate Wasserstein Manifold.
Proceedings of the ThirtyFourth AAAI Conference on Artificial Intelligence, 2020
2019
IEEE Trans. Wirel. Commun., 2019
Analysis of the Unconstrained FrequencyDomain Block LMS for SecondOrder Noncircular Inputs.
IEEE Trans. Signal Process., 2019
IEEE Trans. Signal Process., 2019
IEEE Trans. Signal Process., 2019
Reply to "Comments on 'The Quaternion LMS Algorithm for Adaptive Filtering of Hypercomplex Processes'".
IEEE Trans. Signal Process., 2019
MultipleModel Adaptive Estimation for 3D and 4D Signals: A Widely Linear Quaternion Approach.
IEEE Trans. Neural Networks Learn. Syst., 2019
Understanding the Basis of Graph Signal Processing via an Intuitive ExampleDriven Approach [Lecture Notes].
IEEE Signal Process. Mag., 2019
IEEE Signal Process. Mag., 2019
A Data Analytics Perspective of Power Grid AnalysisPart 1: The Clarke and Related Transforms [Lecture Notes].
IEEE Signal Process. Mag., 2019
Quo Vadis ICASSP: Echoes of 2019 ICASSP in Brighton, United Kingdom: Signal Processing Meets the Needs of Modern Humankind [Conference Highlights].
IEEE Signal Process. Mag., 2019
A Data Analytics Perspective of Power Grid AnalysisPart 2: Teaching Old Power Systems New Tricks [Lecture Notes].
IEEE Signal Process. Mag., 2019
IEEE Signal Process. Lett., 2019
ComplexValued Nonlinear Adaptive Filters With Applications in $\alpha$Stable Environments.
IEEE Signal Process. Lett., 2019
A class of multidimensional NIPALS algorithms for quaternion and tensor partial least squares regression.
Signal Process., 2019
A costeffective nonlinear selfinterference canceller in fullduplex directconversion transceivers.
Signal Process., 2019
CoRR, 2019
CoRR, 2019
Robust Principal Component Analysis Based On Maximum Correntropy Power Iterations.
CoRR, 2019
CoRR, 2019
CoRR, 2019
CoRR, 2019
CoRR, 2019
CoRR, 2019
A general solver to the elliptical mixture model through an approximate Wasserstein manifold.
CoRR, 2019
CoRR, 2019
CoRR, 2019
CoRR, 2019
Unmixing Oscillatory Brain Activity by EEG Source Localization and Empirical Mode Decomposition.
Comput. Intell. Neurosci., 2019
Bidimensional Multivariate Empirical Mode Decomposition With Applications in MultiScale Image Fusion.
IEEE Access, 2019
Proceedings of the Recent Trends in Learning From Data, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Smart DSP for a Smarter Power Grid: Teaching Power System Analysis through Signal Processing.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Widely Linear ComplexValued Autoencoder: Dealing with Noncircularity in GenerativeDiscriminative Models.
Proceedings of the Artificial Neural Networks and Machine Learning  ICANN 2019: Theoretical Neural Computation, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
A Transition Probability Based Classification Model for Enhanced N1 Sleep stage Identification During Automatic Sleep Stage Scoring.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion.
Proceedings of the ThirtyThird AAAI Conference on Artificial Intelligence, 2019
2018
Performance Analysis of QuaternionValued Adaptive Filters in Nonstationary Environments.
IEEE Trans. Signal Process., 2018
Augmented Performance Bounds on Strictly Linear and Widely Linear Estimators With Complex Data.
IEEE Trans. Signal Process., 2018
An Augmented Nonlinear LMS for Digital SelfInterference Cancellation in FullDuplex DirectConversion Transceivers.
IEEE Trans. Signal Process., 2018
A Normalized Complex LMS Based Blind I/Q Imbalance Compensator for GFDM Receivers and Its Full SecondOrder Performance Analysis.
IEEE Trans. Signal Process., 2018
IEEE Trans. Instrum. Meas., 2018
InEar EEG Biometrics for Feasible and Readily Collectable RealWorld Person Authentication.
IEEE Trans. Inf. Forensics Secur., 2018
Bringing Wearable Sensors into the Classroom: A Participatory Approach [SP Education].
IEEE Signal Process. Mag., 2018
IEEE Signal Process. Lett., 2018
Simultaneous diagonalisation of the covariance and complementary covariance matrices in quaternion widely linear signal processing.
Signal Process., 2018
A perspective on CLMS as a deficient length augmented CLMS: Dealing with second order noncircularity.
Signal Process., 2018
Performance analysis of the deficient length augmented CLMS algorithm for second order noncircular complex signals.
Signal Process., 2018
Signal Process., 2018
Signal Process., 2018
Medical Image Anal., 2018
A Novel Multivariate Sample Entropy Algorithm for Modeling Time Series Synchronization.
Entropy, 2018
Rank Minimization on Tensor Ring: A New Paradigm in Scalable Tensor Decomposition and Completion.
CoRR, 2018
CoRR, 2018
Proceedings of the 7th Mediterranean Conference on Embedded Computing, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Refreshing DSP Courses through Biopresence in the Curriculum: A Successful Paradigm.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018
Refreshing Digital Communications Curriculum with RFID Technology: A Participatory Approach.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018
Common and Individual Feature Extraction Using Tensor Decompositions: a Remedy for the Curse of Dimensionality?
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
EAREEG for Detecting InterBrain Synchronisation in Continuous Cooperative MultiPerson Scenarios.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
AffineProjection LeastMeanMagnitudePhase Algorithms Using a Posteriori Updates.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Complementary ComplexValued Spectrum for RealValued Data: Real Time Estimation of the Panorama Through CircularityPreserving Dft.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Widely Linear CLMS Based Cancelation of Nonlinear Self Interference in FullDuplex DirectConversion Transceivers.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
Proceedings of the Applications of Intelligent Systems, 2018
Proceedings of the ThirtySecond AAAI Conference on Artificial Intelligence, 2018
2017
IEEE Trans. Signal Process., 2017
Noncircular Measurement and Mitigation of I/Q Imbalance for OFDMBased WLAN Transmitters.
IEEE Trans. Instrum. Meas., 2017
Complementary Mean Square Analysis of Augmented CLMS for SecondOrder Noncircular Gaussian Signals.
IEEE Signal Process. Lett., 2017
IEEE Signal Process. Lett., 2017
Costeffective quaternion minimum mean square error estimation: From widely linear to fourchannel processing.
Signal Process., 2017
Translation invariant multiscale signal denoising based on goodnessoffit tests.
Signal Process., 2017
Tensor Networks for Dimensionality Reduction and Largescale Optimization: Part 2 Applications and Future Perspectives.
Found. Trends Mach. Learn., 2017
Cosine Similarity Entropy: SelfCorrelationBased Complexity Analysis of Dynamical Systems.
Entropy, 2017
A Multivariate Multiscale Fuzzy Entropy Algorithm with Application to Uterine EMG Complexity Analysis.
Entropy, 2017
An Augmented Nonlinear Complex LMS for Digital SelfInterference Cancellation in FullDuplex DirectConversion Transceivers.
CoRR, 2017
Tensor Networks for Dimensionality Reduction and LargeScale Optimizations. Part 2 Applications and Future Perspectives.
CoRR, 2017
Diagonalisation of covariance matrices in quaternion widely linear signal processing.
CoRR, 2017
CoRR, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017
Widely linear adaptive frequency estimation for unbalanced threephase power systems with multiple noisy measurements.
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017
Proceedings of the 22nd International Conference on Digital Signal Processing, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Singlechannel Wiener filtering of deterministic signals in stochastic noise using the panorama.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
A Distributed Quaternion Kalman Filter With Applications to Smart Grid and Target Tracking.
IEEE Trans. Signal Inf. Process. over Networks, 2016
Group Component Analysis for Multiblock Data: Common and Individual Feature Extraction.
IEEE Trans. Neural Networks Learn. Syst., 2016
Is a ComplexValued Stepsize Advantageous in ComplexValued Gradient Learning Algorithms?
IEEE Trans. Neural Networks Learn. Syst., 2016
Optimization in Quaternion Dynamic Systems: Gradient, Hessian, and Learning Algorithms.
IEEE Trans. Neural Networks Learn. Syst., 2016
IEEE Signal Process. Lett., 2016
IEEE J. Sel. Top. Signal Process., 2016
Introduction to the Issue on Financial Signal Processing and Machine Learning for Electronic Trading.
IEEE J. Sel. Top. Signal Process., 2016
Discriminating Multiple Emotional States from EEG Using a DataAdaptive, Multiscale InformationTheoretic Approach.
Int. J. Neural Syst., 2016
Tensor Networks for Dimensionality Reduction and Largescale Optimization: Part 1 LowRank Tensor Decompositions.
Found. Trends Mach. Learn., 2016
A Quaternion Frequency and Phasor Estimator for ThreePhase Power Distribution Networks.
CoRR, 2016
Tensor Networks for Latent Variable Analysis. Part I: Algorithms for Tensor Train Decomposition.
CoRR, 2016
LowRank Tensor Networks for Dimensionality Reduction and LargeScale Optimization Problems: Perspectives and Challenges PART 1.
CoRR, 2016
Motor Imagery Classification Using Mu and Beta Rhythms of EEG with Strong Uncorrelating Transform Based Complex Common Spatial Patterns.
Comput. Intell. Neurosci., 2016
A least squares enhanced smart DFT technique for frequency estimation of unbalanced threephase power systems.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016
Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016
Performance advantage of quaternion widely linear estimation: An approximate uncorrelating transform approach.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Quantifying cooperation in choir singing: Respiratory and cardiac synchronisation.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Modelling stress in public speaking: Evolution of stress levels during conference presentations.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Synchrosqueezing an effective method for analyzing Doppler radar physiological signals.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Blind source separation and artefact cancellation for single channel bioelectrical signal.
Proceedings of the 13th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2016
2015
IEEE Trans. Signal Process., 2015
IEEE Trans. Signal Process., 2015
IEEE Trans. Signal Process., 2015
Distributed Widely Linear Kalman Filtering for Frequency Estimation in Power Networks.
IEEE Trans. Signal Inf. Process. over Networks, 2015
IEEE Trans. Neural Networks Learn. Syst., 2015
IEEE Trans. Neural Networks Learn. Syst., 2015
Maintaining the Integrity of Sources in Complex Learning Systems: Intraference and the Correlation Preserving Transform.
IEEE Trans. Neural Networks Learn. Syst., 2015
IEEE Trans. Instrum. Meas., 2015
IEEE Trans. Geosci. Remote. Sens., 2015
On the Intrinsic Relationship Between the Least Mean Square and Kalman Filters [Lecture Notes].
IEEE Signal Process. Mag., 2015
Tensor Decompositions for Signal Processing Applications: From twoway to multiway component analysis.
IEEE Signal Process. Mag., 2015
IEEE Signal Process. Lett., 2015
IEEE Signal Process. Lett., 2015
Signal Process., 2015
MultiScale PixelBased Image Fusion Using Multivariate Empirical Mode Decomposition.
Sensors, 2015
Convergence analysis of an augmented algorithm for fully complexvalued neural networks.
Neural Networks, 2015
EEG Signal Quality of a Subcutaneous Recording System Compared to Standard Surface Electrodes.
J. Sensors, 2015
Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015
Proceedings of the 2015 International Symposium on Wireless Communication Systems (ISWCS), 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015
Enabling Rpeak detection in wearable ECG: Combining matched filtering and Hilbert transform.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Mean square analysis of the CLMS and ACLMS for noncircular signals: The approximate uncorrelating transform approach.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Developing an online steadystate visual evoked potentialbased braincomputer interface system using EarEEG.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Proceedings of the BrainComputer Interface Research  A StateoftheArt Summary 3, 2014
Adaptive Convex Combination Approach for the Identification of Improper Quaternion Processes.
IEEE Trans. Neural Networks Learn. Syst., 2014
IEEE Trans. Neural Networks Learn. Syst., 2014
IEEE Trans. Neural Networks Learn. Syst., 2014
Guest Editorial Special Issue on Complex and HypercomplexValued Neural Networks.
IEEE Trans. Neural Networks Learn. Syst., 2014
Quaternion Reproducing Kernel Hilbert Spaces: Existence and Uniqueness Conditions.
IEEE Trans. Inf. Theory, 2014
IEEE Signal Process. Lett., 2014
Signal Process., 2014
IEEE J. Sel. Top. Signal Process., 2014
CoRR, 2014
Distributed Widely Linear Frequency Estimation in Unbalanced Three Phase Power Systems.
CoRR, 2014
Theory of Digital filter banks Realized via multivariate Empirical mode Decomposition.
Adv. Data Sci. Adapt. Anal., 2014
Predicting subject performance level from EEG signal complexity when engaged in BCI paradigm.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014
The HC calculus, quaternion derivatives and caylayhamilton form of quaternion adaptive filters and learning systems.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
The correlation preserving transform resolves phase ambiguity in complex decorrelating transforms.
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014
A theoretical bound for the performance advantage of quaternion widely linear estimation.
Proceedings of the 19th International Conference on Digital Signal Processing, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
A method for quantitative assessment of artifacts in EEG, and an empirical study of artifacts.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Estimation of financial indices volatility using a model with timevarying parameters.
Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2014
A balancing voltage transformation for robust frequency estimation in unbalanced power systems.
Proceedings of the AsiaPacific Signal and Information Processing Association Annual Summit and Conference, 2014
2013
IEEE Trans. Signal Process., 2013
IEEE Trans. Instrum. Meas., 2013
Widely Linear Modeling for Frequency Estimation in Unbalanced ThreePhase Power Systems.
IEEE Trans. Instrum. Meas., 2013
IEEE Trans. Biomed. Eng., 2013
Empirical Mode DecompositionBased TimeFrequency Analysis of Multivariate Signals: The Power of Adaptive Data Analysis.
IEEE Signal Process. Mag., 2013
IEEE Signal Process. Lett., 2013
Blind Separation of Dependent Sources With a Bounded Component Analysis Deflationary Algorithm.
IEEE Signal Process. Lett., 2013
Signal Process., 2013
Signal Process., 2013
Higher Order Partial Least Squares (HOPLS): A Generalized Multilinear Regression Method.
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Design of oversampled generalised discrete Fourier transform filter banks for application to subbandbased blind source separation.
IET Signal Process., 2013
Comparison of P300 Responses in Auditory, Visual and Audiovisual Spatial Speller BCI Paradigms
CoRR, 2013
Multicommand Tactile and Auditory Brain Computer Interface based on Head Position Stimulation
CoRR, 2013
CoRR, 2013
Adv. Data Sci. Adapt. Anal., 2013
Proceedings of the ISWCS 2013, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
An adaptive diffusion quaternion LMS algorithm for distributed networks of 3D and 4D vector sensors.
Proceedings of the 21st European Signal Processing Conference, 2013
EEG epileptic seizures separation with multivariate empirical mode decomposition for diagnostic purposes.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
On Approximate Diagonalization of Correlation Matrices in Widely Linear Signal Processing.
IEEE Trans. Signal Process., 2012
IEEE Trans. Neural Networks Learn. Syst., 2012
Widely Linear Adaptive Frequency Estimation of Unbalanced ThreePhase Power Systems.
IEEE Trans. Instrum. Meas., 2012
Identification of Defective Areas in Composite Materials by Bivariate EMD Analysis of Ultrasound.
IEEE Trans. Instrum. Meas., 2012
Adaptive Frequency Estimation in Smart Grid Applications: Exploiting Noncircularity and Widely Linear Adaptive Estimators.
IEEE Signal Process. Mag., 2012
IEEE Signal Process. Lett., 2012
Signal Process., 2012
IEEE J. Sel. Top. Signal Process., 2012
Neurocomputing, 2012
IET Signal Process., 2012
Kalman filtering for widely linear complex and quaternion valued bearings only tracking.
IET Signal Process., 2012
HigherOrder Partial Least Squares (HOPLS): A Generalized MultiLinear Regression Method
CoRR, 2012
Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012
Widely linear state space models for frequency estimation in unbalanced threephase systems.
Proceedings of the IEEE 7th Sensor Array and Multichannel Signal Processing Workshop, 2012
On quaternion analyticity: Enabling quaternionvalued nonlinear adaptive filtering.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
On Revealing Replicating Structures in Multiway Data: A Novel Tensor Decomposition Approach.
Proceedings of the Latent Variable Analysis and Signal Separation, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012
2011
IEEE Trans. Signal Process., 2011
An Augmented Echo State Network for Nonlinear Adaptive Filtering of Complex Noncircular Signals.
IEEE Trans. Neural Networks, 2011
IEEE Trans. Neural Networks, 2011
IEEE Trans. Neural Networks, 2011
An Adaptive Diffusion Augmented CLMS Algorithm for Distributed Filtering of Noncircular Complex Signals.
IEEE Signal Process. Lett., 2011
IEEE Signal Process. Lett., 2011
IEEE Signal Process. Lett., 2011
Signal Process., 2011
Neurocomputing, 2011
Interactive component extraction from fEEG, fNIRS and peripheral biosignals for affective brainmachine interfacing paradigms.
Comput. Hum. Behav., 2011
Appl. Math. Lett., 2011
Emotional empathy transition patterns from human brain responses in interactive communication situations  Braincomputer and machine interactive interfacing approach.
AI Soc., 2011
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 1214 December 2011, 2011
Widely linear adaptive frequency estimation in threephase power systems under unbalanced voltage sag conditions.
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.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
The leastmeanmagnitudephase algorithm with applications to communications systems.
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
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.
J. Signal Process. Syst., 2010
IEEE Trans. Signal Process., 2010
IEEE Trans. Signal Process., 2010
IEEE Trans. Signal Process., 2010
IEEE Trans. Circuits Syst. I Regul. Pap., 2010
Complex Blind Source Extraction From Noisy Mixtures Using SecondOrder Statistics.
IEEE Trans. Circuits Syst. I Regul. Pap., 2010
An augmented affine projection algorithm for the filtering of noncircular complex signals.
Signal Process., 2010
Neural Networks, 2010
Emd Approach to Multichannel EEG Data  the amplitude and Phase Components Clustering Analysis.
J. Circuits Syst. Comput., 2010
A modified Armijo rule for the online selection of learning rate of the LMS algorithm.
Digit. Signal Process., 2010
Proceedings of the 2010 7th International Symposium on Wireless Communication Systems, 2010
Identification of improper processes by variable taplength complexvalued adaptive filters.
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Towards estimating selective auditory attention from EEG using a novel timefrequencysynchronisation framework.
Proceedings of the International Joint Conference on Neural Networks, 2010
On HR calculus, quaternion valued stochastic gradient, and adaptive three dimensional wind forecasting.
Proceedings of the International Joint Conference on Neural Networks, 2010
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.
Proceedings of the IEEE International Conference on Acoustics, 2010
Image fusion based on Fast and Adaptive Bidimensional Empirical Mode Decomposition.
Proceedings of the 13th Conference on Information Fusion, 2010
Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010
Defective Areas Identification in Aircraft Components by Bivariate EMD Analysis of Ultrasound Signals.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2010
2009
IEEE Trans. Signal Process., 2009
IEEE Trans. Signal Process., 2009
IEEE Trans. Signal Process., 2009
A class of stochastic gradient algorithms with exponentiated error cost functions.
Digit. Signal Process., 2009
Upper bounds on the capacities of noncontrollable finitestate channels using dynamic programming methods.
Proceedings of the IEEE International Symposium on Information Theory, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Qualitative analysis of rotational modes within three dimensional empirical mode decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
An Assessment of Qualitative Performance of Machine Learning Architectures: Modular Feedback Networks.
IEEE Trans. Neural Networks, 2008
IEEE Trans. Circuits Syst. I Regul. Pap., 2008
Neural Networks, 2008
Neural Comput., 2008
Blind source extraction: Standard approaches and extensions to noisy and postnonlinear mixing.
Neurocomputing, 2008
Neurocomputing, 2008
Int. J. Neural Syst., 2008
Clustering of Spectral Patterns Based on EMD Components of EEG Channels with Applications to Neurophysiological Signals Separation.
Proceedings of the Advances in NeuroInformation Processing, 15th International Conference, 2008
EMD Approach to Multichannel EEG Data  The Amplitude and Phase Synchrony Analysis Technique.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2008
Proceedings of the 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
Qualitative assessment of intrinsic mode functions of empirical mode decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
J. VLSI Signal Process., 2007
J. VLSI Signal Process., 2007
Sequential Data Fusion via Vector Spaces: Fusion of Heterogeneous Data in the Complex Domain.
J. VLSI Signal Process., 2007
J. VLSI Signal Process., 2007
IEEE Trans. Neural Networks, 2007
Stochastic GradientAdaptive ComplexValued Nonlinear Neural Adaptive Filters With a GradientAdaptive Step Size.
IEEE Trans. Neural Networks, 2007
IEEE Signal Process. Lett., 2007
IEEE Trans. Pattern Anal. Mach. Intell., 2007
Neural Networks, 2007
An Augmented Extended Kalman Filter Algorithm for ComplexValued Recurrent Neural Networks.
Neural Comput., 2007
Algorithms for BERConstrained VariableLength Equalizers driven by Channel Response Knowledge over FrequencySelective Radio Channel.
Proceedings of the 65th IEEE Vehicular Technology Conference, 2007
Proceedings of the Advances in Nonlinear Speech Processing, 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Modelling the Communication Atmosphere: A Human Centered Multimedia Approach to Evaluate Communicative Situations.
Proceedings of the Artifical Intelligence for Human Computing, 2007
2006
J. VLSI Signal Process., 2006
IEEE Trans. Circuits Syst. II Express Briefs, 2006
IEEE Signal Process. Lett., 2006
A normalised kurtosisbased algorithm for blind source extraction from noisy measurements.
Signal Process., 2006
EURASIP J. Wirel. Commun. Netw., 2006
A Novel Tool for Sequential Fusion of Nonlinear Features: A Sleep Psychology Application.
Proceedings of the 2006 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2006
Proceedings of the KnowledgeBased Intelligent Information and Engineering Systems, 2006
Auditory Feedback for Brain Computer Interface Management  An EEG Data Sonification Approach.
Proceedings of the KnowledgeBased Intelligent Information and Engineering Systems, 2006
Proceedings of the KnowledgeBased Intelligent Information and Engineering Systems, 2006
Proceedings of the KnowledgeBased Intelligent Information and Engineering Systems, 2006
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.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
2005
IEEE Trans. Signal Process., 2005
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2005), 2005
Semiblind source separation for convolutive mixtures based on frequency invariant transformation.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
A class of gradientadaptive step size algorithms for complexvalued nonlinear neural adaptive filters.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Fusion of State Space and Frequency Domain Features for Improved Microsleep Detection.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005
Communicative Interactivity  A Multimodal Communicative Situation Classification Approach.
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005
Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005
2004
IEEE Trans. Biomed. Eng., 2004
IEEE Signal Process. Lett., 2004
Signal Process., 2004
Neural Comput., 2004
Int. J. Knowl. Based Intell. Eng. Syst., 2004
Neurocomputing, 2004
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
A fully adaptive normalized nonlinear gradient descent algorithm for complexvalued nonlinear adaptive filters.
IEEE Trans. Signal Process., 2003
IEEE Trans. Medical Imaging, 2003
A Data Reusing Nonlinear Gradient Descent Algorithm for a Class of Complex Valued Neural Adaptive Filters.
Neural Process. Lett., 2003
A complexvalued nonlinear neural adaptive filter with a gradient adaptive amplitude of the activation function.
Neural Networks, 2003
Neural Networks, 2003
On "an improved approach for nonlinear system identification using neural networks".
J. Frankl. Inst., 2003
An online algorithm for blind source extraction based on nonlinear prediction approach.
Proceedings of the NNSP 2003, 2003
Proceedings of the NNSP 2003, 2003
A Fast Converging Sequential Blind Source Separation Algorithm for Cyclostationary Sources.
Proceedings of the KnowledgeBased Intelligent Information and Engineering Systems, 2003
A DataReusing Gradient Descent Algorithm for ComplexValued Recurrent Neural Networks.
Proceedings of the KnowledgeBased Intelligent Information and Engineering Systems, 2003
A normalized mixednorm adaptive filtering algorithm robust under impulsive noise interference.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Analysis of the class of complexvalued error adaptive normalised nonlinear gradient descent algorithms.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
A differential entropy based method for determining the optimal embedding parameters of a signal.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
Approximately unbiased estimation of conditional variance in heteroscedastic kernel ridge regression.
Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003
2002
Nonlinear FIR adaptive filters with a gradient adaptive amplitude in the nonlinearity.
IEEE Signal Process. Lett., 2002
Neural Comput., 2002
J. Intell. Fuzzy Syst., 2002
Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002
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.
Proceedings of the IEEE International Conference on Acoustics, 2002
A general adaptive normalised nonlineargradient descent algorithm for nonlinear adaptive filters.
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.
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the Artificial Neural Networks, 2002
Heteroscedastic regularised kernel regression for prediction of episodes of poor air quality.
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.
IEEE Signal Process. Lett., 2001
A fully adaptive normalized nonlinear gradient descent algorithm for nonlinear system identification.
Proceedings of the IEEE International Conference on Acoustics, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
J. VLSI Signal Process., 2000
IEEE Trans. Neural Networks Learn. Syst., 2000
Signal Process., 2000
Neural Process. Lett., 2000
Relationships Between the A Priori and A Posteriori Errors in Nonlinear Adaptive Neural Filters.
Neural Comput., 2000
Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
1999
IEEE Trans. Neural Networks, 1999
Neural Networks, 1999
Relating the Slope of the Activation Function and the Learning Rate Within a Recurrent Neural Network.
Neural Comput., 1999
Global asymptotic convergence of nonlinear relaxation equations realised through a recurrent perceptron.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999