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List of works by Andrzej Cichocki

A Class of Novel Blind Source Extraction Algorithms Based on A Linear Predictor

scholarly article

A Comparative Study of Synchrony Measures for the Early Detection of Alzheimer’s Disease Based on EEG

A Contrast Function Based on Generalized Divergences for Solving the Permutation Problem in Convolved Speech Mixtures

A Hybrid System for Distinguishing between Brain Death and Coma Using Diverse EEG Features

scientific article published on 18 March 2019

A Minor Component Analysis Algorithm

scientific article published on March 1997

A Multiplicative Algorithm for Convolutive Non-Negative Matrix Factorization Based on Squared Euclidean Distance

A New Generation of Brain-Computer Interfaces Driven by Discovery of Latent EEG-fMRI Linkages Using Tensor Decomposition.

scientific article

A New Learning Algorithm for Blind Signal Separation ⬇️

scientific article published in January 1996

A New Nonlinear Similarity Measure for Multichannel Biological Signals

A Novel Measure for Synchrony and its Application to Neural Signals

A Novel Oddball Paradigm for Affective BCIs Using Emotional Faces as Stimuli

A P300 brain-computer interface based on a modification of the mismatch negativity paradigm

scientific article published on 26 February 2015

A Review of Classification Algorithms for EEG-based Brain-Computer Interfaces: A 10-year Update

scientific article published on 28 February 2018

A Robust PCA Approach With Noise Structure Learning and Spatial–Spectral Low-Rank Modeling for Hyperspectral Image Restoration

scientific article published on 05 September 2018

A Six-Step Framework on Biomedical Signal Analysis for Tackling Noncommunicable Diseases: Current and Future Perspectives

scholarly article published 17 October 2016

A Spurious Equilibria-free Learning Algorithm for the Blind Separation of Non-zoer Skewness Signals

scholarly article

A Survey of Neurodynamic Optimization

scientific article published in August 2024

A Tensor-Variate Gaussian Process for Classification of Multidimensional Structured Data

scientific article published in 2013

A Tongue-Machine Interface: Detection of Tongue Positions by Glossokinetic Potentials

A Two Stage Algorithm for K-Mode Convolutive Nonnegative Tucker Decomposition

A Two-Stage MMSE Beamformer for Underdetermined Signal Separation

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

A common neural-network model for unsupervised exploratory data analysis and independent component analysis

scientific article

A comparative study of synchrony measures for the early diagnosis of Alzheimer's disease based on EEG.

scientific article published on 30 June 2009

A dual-linear predictor approach to blind source extraction for noisy mixtures

A further improvement of a fast damped Gauss-Newton algorithm for candecomp-parafac tensor decomposition

A greedy algorithm for model selection of tensor decompositions

A hybrid feature selection approach for the early diagnosis of Alzheimer's disease.

scientific article published on 21 January 2015

A near real-time approach for convolutive blind source separation

A new neural network for solving linear programming problems

A new nonlinear similarity measure for multichannel signals

scientific article published on 31 December 2007

A note on Lewicki-Sejnowski gradient for learning overcomplete representations

scientific article published in March 2008

A novel BCI based on ERP components sensitive to configural processing of human faces

scientific article published on 14 March 2012

A novel EOG/EEG hybrid human-machine interface adopting eye movements and ERPs: application to robot control

scientific article published on 12 November 2014

A robust approach to independent component analysis of signals with high-level noise measurements

scientific article published in January 2003

A survey of the dummy face and human face stimuli used in BCI paradigm

scientific article published on 12 October 2014

A switched-capacitor interface for capacitive sensors based on relaxation oscillators

A tensorial approach to single trial recognition for Brain Computer Interface

A theta-band EEG based index for early diagnosis of Alzheimer's disease

scientific article published in January 2015

ADAPTIVE NOISE CANCELLATION FOR MULTI-SENSORY SIGNALS

Accelerated canonical polyadic decomposition using mode reduction.

scientific article

Adaptive Rank Selection for Tensor Ring Decomposition

scientific article published in April 2021

Adaptive blind signal processing-neural network approaches

scholarly article by S. Amari & Andrzej Cichocki published 1998 in Proceedings of the IEEE

Adaptive neural networks for robust estimation of signal parameters

Advances in Blind Source Separation

Advances in Electroencephalography Signal Processing [Life Sciences]

scholarly article by Saeid Sanei et al published January 2013 in IEEE: Signal Processing Magazine

Advances in PARAFAC Using Parallel Block Decomposition

Advances in nonnegative matrix and tensor factorization

scientific article published in January 2008

Aggregation of sparse linear discriminant analyses for event-related potential classification in brain-computer interface

scientific article published on 2 December 2013

Algebraic differential decorrelation for nonstationary source separation

scholarly article by Seungjin Choi & Andrzej Cichocki published 2001 in Electronics Letters

Algorithms with high order convergence speed for blind source extraction

An ERP-based BCI using an oddball paradigm with different faces and reduced errors in critical functions

scientific article published on 2 September 2014

An Exemplar-Based Statistical Model for the Dynamics of Neural Synchrony

An Optimized Channel Selection Method Based on Multifrequency CSP-Rank for Motor Imagery-Based BCI System.

scientific article published on 13 May 2019

An empirical EEG analysis in brain death diagnosis for adults

scientific article published on 19 April 2008

An exploration of spatial auditory BCI paradigms with different sounds: music notes versus beeps

scientific article

An improved P300 pattern in BCI to catch user's attention

scientific article

An iterative inversion approach to blind source separation.

scientific article published in January 2000

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

An optimized ERP brain-computer interface based on facial expression changes

scientific article published on 17 April 2014

Analysis and online realization of the CCA approach for blind source separation

scientific article published in September 2007

Analysis of Source Sparsity and Recoverability for SCA Based Blind Source Separation

Analysis of Sparse Representation and Blind Source Separation

scientific article published on 01 June 2004

Analysis of active ladder network by using coates flow graphs and continuants

Analysis of active networks using flow-graph technique

Analysis of cascade connection of nonalike 2-ports

Analysis of environmental electromagnetic signal using nonnegative Matrix Factorization minimizing quasi-L1 norm

Analysis on EEG Signals in Visually and Auditorily Guided Saccade Task by FICAR

Analysis on Saccade-Related Independent Components by Various ICA Algorithms for Developing BCI

Analyzing brain signals by combinatorial optimization

Application of time-frequency distributions to the independent component analysis of ECG signals

Appllication of switched-capacitor self-oscillating circuits to the conversion of RLC parameters into a frequency or digital signal

Approximate maximum likelihood source separation using the natural gradient

scholarly article

Artificial neural networks for real-time estimation of basic waveforms of voltages and currents

scholarly article by Andrzej Cichocki & T. Lobos published May 1994 in IEEE Transactions on Power Systems

Audio representations of multi-channel EEG: a new tool for diagnosis of brain disorders.

scientific article

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

scientific article (publication date: 2006)

Autonomous power supply controller for miniature x-ray and gamma ray sensor in atmosphere-space interactions monitor experiment onboard the International Space Station

B-Spline Smoothing of Feature Vectors in Nonnegative Matrix Factorization

BCI-Based Rehabilitation on the Stroke in Sequela Stage

scientific article published on 13 December 2020

Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination ⬇️

scientific article published on September 2015

Bayesian Robust Tensor Factorization for Incomplete Multiway Data ⬇️

scientific article

Bayesian estimation of the number of principal components

Benefits of multi-domain feature of mismatch negativity extracted by non-negative tensor factorization from EEG collected by low-density array

scientific article published in December 2012

Bias removal technique for blind source separation with noisy measurements

article

Bicriteria Sparse Nonnegative Matrix Factorization via Two-Timescale Duplex Neurodynamic Optimization

scientific article published in 2021

Bidomain formulation for modeling brain activity propagation

Big Data Matrix Singular Value Decomposition Based on Low-Rank Tensor Train Decomposition

Bimodal BCI Using Simultaneously NIRS and EEG

scientific article published on 01 April 2014

BioPyC, an Open-Source Python Toolbox for Offline Electroencephalographic and Physiological Signals Classification

scientific article published on 01 September 2021

Biomedical Signal Processing: From a Conceptual Framework to Clinical Applications [Scanning the Issue]

scholarly article by Mathias Baumert et al published February 2016 in Proceedings of the IEEE

Bispectrum-based Channel Selection for Motor Imagery based Brain-Computer Interfacing

scientific article published on 01 September 2020

Blind Image Separation Using Nonnegative Matrix Factorization with Gibbs Smoothing

Blind Second-Order Source Extraction of Instantaneous Noisy Mixtures

Blind Separation of Filtered Sources Using State-Space Approach ⬇️

article published in 1999

Blind Source Extraction From Convolutive Mixtures in Ill-Conditioned Multi-Input Multi-Output Channels

Blind Source Separation Based on Generalised Canonical Correlation Analysis and Its Adaptive Realization

Blind Source Separation and Sparse Bump Modelling of Time Frequency Representation of Eeg Signals: New Tools for Early Detection of Alzheimer’s Disease

Blind decomposition of infrared spectra using flexible component analysis

Blind decomposition of low-dimensional multi-spectral image by sparse component analysis

Blind equalisation using approximate maximum likelihood source separation

article by S. Choi & Andrzej Cichocki published 2001 in Electronics Letters

Blind estimation of channel parameters and source components for EEG signals: a sparse factorization approach

scientific article published in March 2006

Blind extraction of global signal from multi-channel noisy observations

scientific article

Blind identification problems with constraints

Blind multispectral image decomposition by 3D nonnegative tensor factorization

scientific article

Blind noise reduction for multisensory signals using ICA and subspace filtering, with application to EEG analysis

scientific article published in April 2002

Blind separation of nonstationary sources in noisy mixtures

Blind signal extraction of signals with specified frequency band

Blind source estimation of FIR channels for binary sources: a grouping decision approach

scholarly article by Yuanqing Li et al published December 2004 in Signal Processing

Blind source extraction based on a linear predictor

scholarly article by Wei Liu et al published 1 March 2007 in IET Signal Processing

Blind source extraction using spatio-temporal inverse filter

Blind source separation of acoustic signals in realistic environments based on ICA in the time‐frequency domain

Blind source separation via symmetric eigenvalue decomposition

Blind source separation with convolutive noise cancellation

Block decomposition for very large-scale nonnegative tensor factorization

Block sparse representations of tensors using Kronecker bases

Brain-computer interfaces: towards practical implementations and potential applications

scientific article published in January 2007

Bump time-frequency toolbox: a toolbox for time-frequency oscillatory bursts extraction in electrophysiological signals

scientific article

CANDECOMP/PARAFAC Decomposition of High-Order Tensors Through Tensor Reshaping

Canonical Polyadic Decomposition Based on a Single Mode Blind Source Separation

Canonical Polyadic Decomposition With Auxiliary Information for Brain-Computer Interface

scientific article published on 15 October 2015

Canonical Polyadic Decomposition: From 3-way to N-Way

Canonical polyadic decomposition (CPD) of big tensors with low multilinear rank

scientific article published in 2020

Cascade neural networks for multichannel blind deconvolution

Classification of scenes based on multiway feature extraction

Classifying Healthy Children and Children with Attention Deficit through Features Derived from Sparse and Nonnegative Tensor Factorization Using Event-Related Potential

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

Colorectal neuroendocrine neoplasms - management guidelines (recommended by the Polish Network of Neuroendocrine Tumours).

scientific article published on January 2017

Combining Behavior and EEG Analysis for Exploration of Dynamic Effects of ADHD Treatment in Animal Models

scientific article

Combining the extremities on the basis of separation: a new approach to EEG/ERP source localization

Comment on “Blind source separation based on endpoint estimation with applications to the MLSP 2006 data competition”

Common components analysis via linked blind source separation

Common spatial patterns for steady-state somatosensory evoked potentials

scientific article published in January 2013

Comparison of saccade-related EEG signal with saccade-related independent component

scientific article published in January 2005

Comparison of the ERP-Based BCI Performance Among Chromatic (RGB) Semitransparent Face Patterns

scientific article published on 31 January 2020

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

Computing sparse representations of multidimensional signals using Kronecker bases

scientific article published on 28 September 2012

Constrained Projection Approximation Algorithms for Principal Component Analysis

article by Seungjin Choi et al published 25 July 2006 in Neural Processing Letters

Convergence analysis of the FOCUSS algorithm

scientific article published in March 2015

Convolutive Blind Source Separation in the Frequency Domain Based on Sparse Representation

Correlation analysis of scalp EEG responses to spoken sentences modulated by M-sequence

article

Correlation-based channel selection and regularized feature optimization for MI-based BCI

scientific article published on 15 July 2019

Cortical functional connectivity networks in normal and spinal cord injured patients: Evaluation by graph analysis

scientific article published in December 2007

Cross Tensor Approximation Methods for Compression and Dimensionality Reduction

scientific article published in 2021

Csiszár’s Divergences for Non-negative Matrix Factorization: Family of New Algorithms

Cyborg Intelligence: Towards Bio-Machine Intelligent Systems

Damped Gauss-Newton algorithm for nonnegative Tucker decomposition

Data augmentation for Convolutional LSTM based brain computer interface system

scientific article published in June 2022

Decreasing the interference of visual-based P300 BCI using facial expression changes

Deep Learning in EEG: Advance of the Last Ten-Year Critical Period

scientific article published in June 2022

Deflation method for CANDECOMP/PARAFAC tensor decomposition

Detecting the number of clusters in n-way probabilistic clustering

scientific article published in November 2010

Determining the number of sources in high-density EEG recordings of event-related potentials by model order selection

Diagnosis of Alzheimer's disease from EEG by means of synchrony measures in optimized frequency bands.

scientific article published on January 2012

Diagnosis of Alzheimer's disease from EEG signals: where are we standing?

scientific article

Diagnostic and therapeutic guidelines for gastro-entero-pancreatic neuroendocrine neoplasms (recommended by the Polish Network of Neuroendocrine Tumours).

scientific article published in January 2017

Diagnostic imaging approach to gastro-entero-pancreatic carcinomas of neuroendocrine origin - single NET center experience in Poland.

scientific article published on December 2007

Diagnostics and Treatment of Thyroid Carcinoma

scientific article

Discriminative Feature Extraction via Multivariate Linear Regression for SSVEP-Based BCI.

scientific article published on 21 January 2016

Dynamic Brain Sources of Single-Trial Auditory Evoked Potentials Data Using Complex ICA Approach

scientific article

Dynamic online target control of SSVEP-based brain–computer interface with multiple commands

Dynamic routing control in heterogeneous tactical networks with multiple traffic priorities

EEG Classification of Mild and Severe Alzheimer's Disease Using Parallel Factor Analysis Method

scholarly article published 2009

EEG Correlates of Voice and Face Emotional Judgments in the Human Brain

EEG Windowed Statisticalwavelet Deviation for Estimation of Muscular Artifacts

EEG auditory steady state responses classification for the novel BCI.

scientific article published in January 2011

EEG filtering based on blind source separation (BSS) for early detection of Alzheimer's disease

scientific article published in March 2005

EEG paroxysmal gamma waves during Bhramari Pranayama: a yoga breathing technique

scientific article published on 4 March 2008

EEG synchrony analysis for early diagnosis of Alzheimer's disease: a study with several synchrony measures and EEG data sets

scientific article

EEG windowed statistical wavelet scoring for evaluation and discrimination of muscular artifacts.

scientific article published on 11 November 2008

EEG-based asynchronous BCI control of a car in 3D virtual reality environments

article by QiBin Zhao et al published January 2009 in Science Bulletin

EEG/MEG signal processing

scientific article published in January 2007

EMD APPROACH TO MULTICHANNEL EEG DATA — THE AMPLITUDE AND PHASE COMPONENTS CLUSTERING ANALYSIS

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

EOG/ERP hybrid human-machine interface for robot control

Early Detection of Alzheimer’s Disease by Blind Source Separation, Time Frequency Representation, and Bump Modeling of EEG Signals

article published in 2005

Effect of a combination of flip and zooming stimuli on the performance of a visual brain-computer interface for spelling

scientific article published on 13 February 2018

Effect of step-by-step estimation technique on uniqueness of solution in nonnegative matrix factorization minimizing quasi-L1 norm

scholarly article published October 2012

Effectiveness of global signal elimination from environmental electromagnetic signals for earthquake prediction

scholarly article published December 2008

Effects of Skin Friction on Tactile P300 Brain-Computer Interface Performance

scientific article published in 2021

Effects of Visual Attention on Tactile P300 BCI

scientific article published on 19 February 2020

Efficient Nonnegative Tucker Decompositions: Algorithms and Uniqueness ⬇️

scientific article published on 14 September 2015

Efficient Spatial Filters Enhance SSVEP Target Recognition Based on Task-Related Component Analysis

scientific article published in September 2022

Efficient method for Tucker3 model selection

EmotionMeter: A Multimodal Framework for Recognizing Human Emotions

scientific article published on 08 February 2018

Emotional empathy transition patterns from human brain responses in interactive communication situations

article

Emotional faces boost up steady-state visual responses for brain-computer interface

scientific article published in February 2011

Enhanced Motor Imagery Training Using a Hybrid BCI With Feedback

scientific article published on 10 February 2015

Enhancing P300 based character recognition performance using a combination of ensemble classifiers and a fuzzy fusion method

scientific article published in October 2021

Epileptic EEG visualization and sonification based on linear discriminate analysis

scientific article (publication date: August 2015)

Epileptic seizure characterization by Lyapunov exponent of EEG signal

Equi-convergence Algorithm for Blind Separation of Sources with Arbitrary Distributions

Equivalence probability and sparsity of two sparse solutions in sparse representation

scientific article published in December 2008

Equivariant nonstationary source separation

scientific article published in January 2002

Erratum for ‘Multilayer nonnegative matrix factorisation’

scholarly article published in Electronics Letters

Error Preserving Correction: A Method for CP Decomposition at a Target Error Bound

scientific article published in March 2019

Estimate of causality between independent cortical spatial patterns during movement volition in spinal cord injured patients

scientific article published on 19 June 2007

Estimating a Few Extreme Singular Values and Vectors for Large-Scale Matrices in Tensor Train Format ⬇️

article

Estimation of sparse nonnegative sources from noisy overcomplete mixtures using MAP.

scientific article published in December 2009

Exploiting ongoing EEG with multilinear partial least squares during free-listening to music

scientific article

Exploring Combinations of Different Color and Facial Expression Stimuli for Gaze-Independent BCIs

scientific article published on 29 January 2016

Extended HALS algorithm for nonnegative Tucker decomposition and its applications for multiway analysis and classification

Extended SMART Algorithms for Non-negative Matrix Factorization

Extract Mismatch Negativity and P3a through Two-Dimensional Nonnegative Decomposition on Time-Frequency Represented Event-Related Potentials

Extracting commuting patterns in railway networks through matrix decompositions

Extracting information from cortical connectivity patterns estimated from high resolution EEG recordings: a theoretical graph approach

scientific article published on 21 June 2007

Extraction of specific signals with temporal structure

scientific article published in September 2001

Extraction of statistically dependent sources with temporal structure

Extraction of steady state visually evoked potential signal and estimation of distribution map from EEG data

scientific article

Face Representations via Tensorfaces of Various Complexities

scientific article published on 13 December 2019

Families of Alpha- Beta- and Gamma- Divergences: Flexible and Robust Measures of Similarities

Fast Alternating LS Algorithms for High Order CANDECOMP/PARAFAC Tensor Factorizations

scholarly article by Anh-Huy Phan et al published October 2013 in IEEE Transactions on Signal Processing

Fast Local Algorithms for Large Scale Nonnegative Matrix and Tensor Factorizations

scholarly article by Andrzej Cichocki & Anh-Huy PHAN published 2009 in IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences

Fast Nonnegative Matrix/Tensor Factorization Based on Low-Rank Approximation

Fast Nonnegative Tensor Factorization by Using Accelerated Proximal Gradient

Fast and stable recovery of Approximately low multilinear rank tensors from multi-way compressive measurements

Fast and unique Tucker decompositions via multiway blind source separation

Fast damped gauss-newton algorithm for sparse and nonnegative tensor factorization

Fast nonnegative matrix factorization algorithms using projected gradient approaches for large-scale problems

scientific article

Fast nonnegative tensor factorization based on accelerated proximal gradient and low-rank approximation

Fast nonnegative tensor factorization for very large-scale problems using two-stage procedure

Fast-convergence filtered regressor algorithms for blind equalisation

Feature Extraction by Nonnegative Tucker Decomposition from EEG Data Including Testing and Training Observations

Feature Extraction for Cancer Prediction by Tensor Decomposition of 1D Protein Expression Levels

Feature learning from incomplete EEG with denoising autoencoder

Feature selection method based on Menger curvature and LDA theory for a P300 brain–computer interface

scientific article published in December 2021

Flexible Component Analysis for Sparse, Smooth, Nonnegative Coding or Representation

Flexible HALS algorithms for sparse non-negative matrix/tensor factorization

article published in 2008

Frequency recognition in SSVEP-based BCI using multiset canonical correlation analysis

scientific article published on 26 January 2014

From Auditory and Visual to Immersive Neurofeedback: Application to Diagnosis of Alzheimer’s Disease

From basis components to complex structural patterns

From blind signal extraction to blind instantaneous signal separation: criteria, algorithms, and stability

scientific article published in July 2004

Fully online multicommand brain-computer interface with visual neurofeedback using SSVEP paradigm

scientific article

Future Trends for Human-AI Collaboration: A Comprehensive Taxonomy of AI/AGI Using Multiple Intelligences and Learning Styles

scientific article published on 20 February 2021

GFIL: A Unified Framework for the Importance Analysis of Features, Frequency Bands, and Channels in EEG-Based Emotion Recognition

scientific article published in September 2022

GNMF with Newton-Based Methods

GOM-Face: GKP, EOG, and EMG-based multimodal interface with application to humanoid robot control

scientific article published in February 2014

Gastroduodenal neuroendocrine neoplasms including gastrinoma - management guidelines (recommended by the Polish Network of Neuroendocrine Tumours).

scientific article published on January 2013

Gastroduodenal neuroendocrine neoplasms, including gastrinoma - management guidelines (recommended by the Polish Network of Neuroendocrine Tumours).

scientific article published on January 2017

Generalized Alpha-Beta Divergences and Their Application to Robust Nonnegative Matrix Factorization

Generalized optimal spatial filtering using a kernel approach with application to EEG classification

scientific article

Generalizing the column–row matrix decomposition to multi-way arrays

Global Noise Elimination from ELF Band Electromagnetic Signals by Independent Component Analysis

Group Component Analysis for Multiblock Data: Common and Individual Feature Extraction

scientific article

Guest Editorial Special Section on Blind Signal Processing and Its Applications

scholarly article by Shoji Makino et al published July 2010 in IEEE Transactions on Circuits and Systems Part 1: Regular Papers

Guidelines of Polish National Societies Diagnostics and Treatment of Thyroid Carcinoma. 2018 Update

scientific article published in January 2018

Hardware simulator of Caliste-SO detectors for STIX instrument

Hidden image separation from incomplete image mixtures by independent component analysis

Hierarchical model with piecewise latent process for globally sparse / locally smooth brain generators imaging

Higher order partial least squares (HOPLS): a generalized multilinear regression method

scientific article published in July 2013

Hybrid learning approach to blind deconvolution of linear MIMO systems

Hybrid-BCI: Classification of auditory and visual related potentials

Hyper Radial Basis Function Neural Networks for Interference Cancellation with Nonlinear Processing of Reference Signal

Identical fits of nonnegative matrix/tensor factorization may correspond to different extracted event-related potentials

Improved M-FOCUSS Algorithm With Overlapping Blocks for Locally Smooth Sparse Signals

Improved SFFS method for channel selection in motor imagery based BCI

Improved Sparse Bump Modeling for Electrophysiological Data

Improvement of Earthquake Prediction by using Global Signal Elimination from Environmental Electromagnetic Signals

scholarly article published 2008

Improving EEG Decoding via Clustering-Based Multitask Feature Learning

scientific article published in 2022

Improving the Quality of EEG Data in Patients with Alzheimer’s Disease Using ICA

Improving the specificity of EEG for diagnosing Alzheimer's disease.

scientific article

Incremental Common Spatial Pattern algorithm for BCI

Independent component analysis and beyond in brain imaging: EEG, MEG, fMRI, and PET

Independent component analysis for unaveraged single-trial MEG data decomposition and single-dipole source localization

Inferring Brain Networks through Graphical Models with Hidden Variables

Information Fusion for Perceptual Feedback: A Brain Activity Sonification Approach

scientific article (publication date: 2008)

Information Theoretic Approaches for Motor-Imagery BCI Systems: Review and Experimental Comparison

scientific article published on 02 January 2018

Information geometry of divergence functions

Instrument data processing unit for spectrometer/telescope for imaging x-rays (STIX)

Integrated extension board for on-board computer (OBDH) of SSETI ESEO satellite

Interactive component extraction from fEEG, fNIRS and peripheral biosignals for affective brain–machine interfacing paradigms

Internal Feature Selection Method of CSP Based on L1-Norm and Dempster-Shafer Theory

scientific article published on 24 August 2020

Intraoperative neurolytic coeliac plexus block for pain control in pancreatic cancer

Introduction to the Issue on fMRI Analysis for Human Brain Mapping

scientific article

K-EVD Clustering and Its Applications to Sparse Component Analysis

K-hyperline clustering learning for sparse component analysis

scholarly article by Zhaoshui He et al published June 2009 in Signal Processing

Kernel PCA for Feature Extraction and De-Noising in Nonlinear Regression

Kernel nonnegative matrix factorization for spectral EEG feature extraction

Kernel-based tensor partial least squares for reconstruction of limb movements

scholarly article published May 2013

Kernelization of Tensor-Based Models for Multiway Data Analysis: Processing of Multidimensional Structured Data

article by Qibin Zhao et al published July 2013 in IEEE: Signal Processing Magazine

Krylov-Levenberg-Marquardt Algorithm for Structured Tucker Tensor Decompositions

scientific article published in April 2021

Kurtosis-based blind source extraction of complex non-circular signals with application in EEG artifact removal in real-time

scientific article published on 10 October 2011

L1-regularized Multiway canonical correlation analysis for SSVEP-based BCI.

scientific article published on 7 October 2013

Latent Space Coding Capsule Network for Mental Workload Classification

scientific article published in January 2023

Learning Common Time-Frequency-Spatial Patterns for Motor Imagery Classification

scientific article published in 2021

Learning in dynamic neural networks using signal flow graphs

Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data ⬇️

Linked PARAFAC/CP Tensor Decomposition and Its Fast Implementation for Multi-block Tensor Analysis

article published in 2012

Local Learning Rules for Nonnegative Tucker Decomposition

Log-Determinant Divergences Revisited: Alpha-Beta and Gamma Log-Det Divergences

Low Complexity Damped Gauss--Newton Algorithms for CANDECOMP/PARAFAC

scholarly article by Anh-Huy Phan et al published January 2013 in SIAM Journal on Matrix Analysis and Applications

Low rank tensor deconvolution

Low-rank approximation based non-negative multi-way array decomposition on event-related potentials.

scientific article published on 14 May 2014

Low-rank blind nonnegative matrix deconvolution

MOS SC microsystem for generating trigonometrical functions and their inverses

MULTISCALE ENTROPY ANALYSIS OF EEG FROM PATIENTS UNDER DIFFERENT PATHOLOGICAL CONDITIONS

Manifold Modeling in Embedded Space: An Interpretable Alternative to Deep Image Prior

scientific article published on 04 December 2020

Matrix and tensor completion using tensor ring decomposition with sparse representation

scientific article published on 17 May 2021

Matrix-Group Algorithm via Improved Whitening Process for Extracting Statistically Independent Sources From Array Signals

Measurement of the elastic magnetic form factor of (3)He at high momentum transfer

scientific article published in June 2001

Measuring Sentence Processing by Electroencephalography (EEG): New Technique Using M-Sequence Modulation

Methods for factorization and approximation of Tensors by partial Fiber Sampling

Methods for transition toward computer assisted cognitive examination

scientific article published on 12 March 2015

Modified Herault–Jutten Algorithms for Blind Separation of Sources

scholarly article by Andrzej Cichocki et al published April 1997 in Digital Signal Processing

Modified Modulated Hebb-Oja Learning Rule: A Method for Biologically Plausible Principal Component Analysis

Monolithic MOS switched-capacitor microsystems for nonlinear analog signal processing

scholarly article by Andrzej Cichocki & R. Unbehauen published March 1988 in IEEE Transactions on Instrumentation and Measurement

Motor Imagery EEG Classification Based on Riemannian Sparse Optimization and Dempster-Shafer Fusion of Multi-Time-Frequency Patterns

scientific article published in 2022

Multi-channel EEG compression based on 3D decompositions

Multi-channel EEG compression based on matrix and tensor decompositions

Multi-domain Feature of Event-Related Potential Extracted by Nonnegative Tensor Factorization: 5 vs. 14 Electrodes EEG Data

Multi-domain feature extraction for small event-related potentials through nonnegative multi-way array decomposition from low dense array EEG.

scientific article published on 3 March 2013

Multi-tensor completion for estimating missing values in video data

article

Multiband entropy-based feature-extraction method for automatic identification of epileptic focus based on high-frequency components in interictal iEEG

scientific article published on 27 April 2020

Multichannel Blind Deconvolution of Nonminimum-Phase Systems Using Filter Decomposition

Multichannel EEG brain activity pattern analysis in time–frequency domain with nonnegative matrix factorization support

Multidimensional compressed sensing and their applications

Multifactor sparse feature extraction using Convolutive Nonnegative Tucker Decomposition

Multikernel Capsule Network for Schizophrenia Identification

scientific article published on 01 December 2020

Multilayer nonnegative matrix factorisation

Multilayer nonnegative matrix factorization using projected gradient approaches

scientific article published in December 2007

Multilinear and nonlinear generalizations of partial least squares: an overview of recent advances

article by Qibin Zhao et al published 24 February 2014 in Wiley interdisciplinary reviews. Data mining and knowledge discovery

Multilinear tensor rank estimation via Sparse Tucker Decomposition

Multimodal fEEG and fNIRS analysis of human emotional responses

article

Multiway Canonical Correlation Analysis for Frequency Components Recognition in SSVEP-Based BCIs

Multiway array decomposition analysis of EEGs in Alzheimer's disease

scientific article

Natural gradient algorithm for blind separation of overdetermined mixture with additive noise

article published in 1999

Near-lossless multichannel EEG compression based on matrix and tensor decompositions

scientific article published in May 2013

Nested-feedback-loops realization of 2-D systems

Neural network for singular value decomposition

Neural networks for blind decorrelation of signals

Neural networks for blind separation with unknown number of sources

Neural networks for computing best rank-one approximations of tensors and its applications

scientific article published in 2017

Neural networks for computing eigenvalues and eigenvectors

Neural networks for linear inverse problems with incomplete data especially in applications to signal and image reconstruction

Neural networks for solving linear inequality systems

Neural networks for solving systems of linear equations and related problems

Neural networks for solving systems of linear equations. II. Minimax and least absolute value problems

article by Andrzej Cichocki & R. Unbehauen published 1992 in IEEE Transactions on Circuits and Systems. Part 2: Express Briefs

NeuroMath: advanced methods for the estimation of human brain activity and connectivity

scientific article published on 19 October 2009

Neuroendocrine neoplasms of the small intestine and appendix - management guidelines (recommended by the Polish Network of Neuroendocrine Tumours).

scientific article published in January 2017

New analogue four-quadrant voltage divider

New learning algorithm for blind separation of sources

Noise reduction in brain evoked potentials based on third-order correlations

scientific article published in May 2001

Non independent strategies for blind source separation in functional MRI

Non-Linear Canonical Correlation Analysis Using Alpha-Beta Divergence

Non-Negative Tensor Factorization using Alpha and Beta Divergences

Non-linear filter based outer product expansion with reference signal for EEG analysis

Non-negative Matrix Factorization with Orthogonality Constraints and its Application to Raman Spectroscopy

Non-negative Matrix Factorization with Quasi-Newton Optimization

Non-negative matrix factorization with α-divergence

scholarly article by Andrzej Cichocki et al published July 2008 in Pattern Recognition Letters

Non-negative mixtures

Nonholonomic orthogonal learning algorithms for blind source separation

scientific article published in June 2000

Noninvasive BCIs: Multiway Signal-Processing Array Decompositions

Noninvasive diagnosis of melanoma with tensor decomposition-based feature extraction from clinical color image

scholarly article by Ante Jukić et al published November 2013 in Biomedical Signal Processing and Control

Nonlinear Band Expansion and 3D Nonnegative Tensor Factorization for Blind Decomposition of Magnetic Resonance Image of the Brain

Nonnegative Matrix and Tensor Factorization [Lecture Notes]

Nonnegative Matrix and Tensor Factorizations

Nonnegative Matrix and Tensor Factorizations : An algorithmic perspective

Nonnegative Shifted Tensor Factorization in time frequency domain

Nonnegative Tensor Train Decompositions for Multi-domain Feature Extraction and Clustering

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Nonnegative Tucker decomposition with alpha-divergence

Nonnegative matrix factorization with constrained second-order optimization

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Nonnegative matrix factorization with quadratic programming

Nonnegative tensor factorization for continuous EEG classification

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Non‐negative matrix factorization and its application in blind sparse source separation with less sensors than sources

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Novel Alternating Least Squares Algorithm for Nonnegative Matrix and Tensor Factorizations

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Novel approach for multidimensional data reconstruction and compression

Novel features for brain-computer interfaces.

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Novel hierarchical ALS algorithm for nonnegative tensor factorization

Novel hybrid brain-computer interface system based on motor imagery and P300

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Novel switched-capacitor generalised integrator

OGSSL: A Semi-Supervised Classification Model Coupled With Optimal Graph Learning for EEG Emotion Recognition

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On Connection between the Convolutive and Ordinary Nonnegative Matrix Factorizations

On Fast algorithms for orthogonal Tucker decomposition

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On Revealing Replicating Structures in Multiway Data: A Novel Tensor Decomposition Approach

On Similarity Measures for Spike Trains

On a new blind signal extraction algorithm: different criteria and stability analysis

On a novel measure for synchrony and its application to EEG

On neural blind separation with noise suppression and redundancy reduction

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On the Synchrony of Morphological and Molecular Signaling Events in Cell Migration

On the synchrony of empirical mode decompositions with application to electroencephalography

On the synchrony of steady state visual evoked potentials and oscillatory burst events

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Optimization of EEG frequency bands for improved diagnosis of Alzheimer disease

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Optimization of SSVEP brain responses with application to eight-command Brain-Computer Interface

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Optimized Motor Imagery Paradigm Based on Imagining Chinese Characters Writing Movement

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Optimizing spatial patterns with sparse filter bands for motor-imagery based brain-computer interface

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Optimizing the Face Paradigm of BCI System by Modified Mismatch Negative Paradigm

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PARAFAC algorithms for large-scale problems

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PARS: Proxy-Based Automatic Rank Selection for Neural Network Compression via Low-Rank Weight Approximation

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PW-Sat on-board flight computer, hardware and software design

Pancreatic neuroendocrine neoplasms - management guidelines (recommended by the Polish Network of Neuroendocrine Tumours).

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Partitioned Alternating Least Squares Technique for Canonical Polyadic Tensor Decomposition

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Patients' consciousness analysis using dynamic approximate entropy and MEMD method

Predicting traffic speed in urban transportation subnetworks for multiple horizons

Probability estimation for recoverability analysis of blind source separation based on sparse representation

Prognosis for patients with cognitive motor dissociation identified by brain-computer interface

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Quantifying statistical interdependence by message passing on graphs-part I: one-dimensional point processes.

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Quantifying statistical interdependence by message passing on graphs-part II: multidimensional point processes

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Quantifying statistical interdependence, part III: N > 2 point processes.

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Quantifying the similarity of multiple point processes with application to early diagnosis of Alzheimer's disease from EEG.

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Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD)

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Rank Splitting for CANDECOMP/PARAFAC

Rank-one tensor injection: A novel method for canonical polyadic tensor decomposition

Rate of Convergence of the FOCUSS Algorithm

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Rational variety mapping for contrast-enhanced nonlinear unsupervised segmentation of multispectral images of unstained specimen

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Real-Time Wireless Sonification of Brain Signals

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Realisation of resistive N-port networks using operational amplifiers

Regularization using geometric information between sensors capturing features from brain signals

Regularized CSP with Fisher's criterion to improve classification of single-trial ERPs for BCI

Regularized Computation of Approximate Pseudoinverse of Large Matrices Using Low-Rank Tensor Train Decompositions ⬇️

Regularized Group Sparse Discriminant Analysis for P300-Based Brain-Computer Interface

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Relationship between saccade to EEG signals in time-frequency domain

Removal of EEG artifacts for BCI applications using fully Bayesian tensor completion

Removal of ballistocardiogram artifacts from simultaneously recorded EEG and fMRI data using independent component analysis

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Removal of ocular artifacts for high resolution EEG studies: a simulation study

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Reply: Synthesis of active RC multiport voltage transfer functions with reduced number of operational amplifiers

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Research on Relationship between Saccade-Related EEG Signals and Selection of Electrode Position by Independent Component Analysis

Research on Relationship between Saccadic Eye Movements and EEG Signals in the Case of Free Movements and Cued Movements

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Riemannian distance based channel selection and feature extraction combining discriminative time-frequency bands and Riemannian tangent space for MI-BCIs

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Robust Channel Identification Using FOCUSS Method

Robust Similarity Measurement Based on a Novel Time Filter for SSVEPs Detection

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Robust Sparse Component Analysis Based on a Generalized Hough Transform

Robust batch algorithm for sequential blind extraction of noisy biomedical signals

Robust blind source separation algorithms using cumulants

Robust estimation of principal components by using neural network learning algorithms

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Robust image association by recurrent neural subnetworks

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Robust learning algorithm for blind separation of signals

Robust neural networks with on-line learning for blind identification and blind separation of sources

Robust techniques for independent component analysis (ICA) with noisy data

Robust whitening procedure in blind source separation context

S 3 LRR: A Unified Model for Joint Discriminative Subspace Identification and Semisupervised EEG Emotion Recognition

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SSVEP recognition using common feature analysis in brain-computer interface

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Saccade-related EEG signals by ICA algorithms

Second-order statistics based blind source separation using a bank of subband filters

Seeking an appropriate alternative least squares algorithm for nonnegative tensor factorizations

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Segmentation and tracking of the electro-encephalogram signal using an adaptive recursive bandpass filter

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Selected papers from the 4th International Conference on Bioinspired Systems and Cognitive Signal Processing

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Self-Weighted Semi-Supervised Classification for Joint EEG-Based Emotion Recognition and Affective Activation Patterns Mining

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Self-adaptive blind source separation based on activation functions adaptation

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Self-whitening algorithms for adaptive equalization and deconvolution

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Semi-Automated Biomarker Discovery from Pharmacodynamic Effects on EEG in ADHD Rodent Models

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Semiparametric Approach to Multichannel Blind Deconvolution of Nonminimum Phase Systems ⬇️

Semiparametric model and superefficiency in blind deconvolution

Sensitivity in Tensor Decomposition

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Separation of EOG artifacts from EEG signals using bivariate EMD

Sequential Coordinate-Wise DNMF for Face Recognition

Sequential blind signal extraction in order specified by stochastic properties

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Sequential blind source separation based exclusively on second-order statistics developed for a class of periodic signals

Sequential nonnegative tucker decomposition on multi-way array of time-frequency transformed event-related potentials

Signal Modality Characterisation of EEG with Response to Steady-State Auditory and Visual BCI Paradigms

Signal processing for neural spike trains

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Simple and efficient algorithm for distributed compressed sensing

Simple technique for analysis of SC networks using general-purpose circuit simulation programs

Simplified neural networks for solving linear least squares and total least squares problems in real time

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Single trial analysis on saccade-related EEG signal

Single trial method for brain-computer interface

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Single-class SVM and directed transfer function approach to the localization of the region containing epileptic focus

Single-class SVM classifier for localization of epileptic focus on the basis of EEG

Slice Oriented Tensor Decomposition of EEG Data for Feature Extraction in Space, Frequency and Time Domains

Slowing and Loss of Complexity in Alzheimer's EEG: Two Sides of the Same Coin?

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Smooth nonnegative matrix and tensor factorizations for robust multi-way data analysis

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Solar Orbiter spacecraft instrument interface simulator and its applications for the STIX telescope tests

Source Separation and Applications [From the Guest Editors]

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Source localization with EEG data for BP shows major activities in the frontal areas of the brain

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Sparse Bump Sonification: A New Tool for Multichannel EEG Diagnosis of Mental Disorders; Application to the Detection of the Early Stage of Alzheimer’s Disease

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Sparse Component Analysis: a New Tool for Data Mining

Sparse Group Representation Model for Motor Imagery EEG Classification

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Sparse Super Symmetric Tensor Factorization

Sparse blind identification and separation by using adaptive K-orthodrome clustering

Sparse component analysis and blind source separation of underdetermined mixtures

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Sparse representation of images using alternating linear programming

Spatial-temporal discriminant analysis for ERP-based brain-computer interface

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Special Issue on Neurodynamic Systems for Optimization and Applications

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Spectral Power Estimation for Unevenly Spaced Motor Imagery Data

Speech comprehension assessed by electroencephalography with m-sequence technique

Speech comprehension assessed by electroencephalography: a new method using m-sequence modulation

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Split-test Bonferroni correction for QEEG statistical maps

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Stability Analysis of Learning Algorithms for Blind Source Separation

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Stable, Robust, and Super Fast Reconstruction of Tensors Using Multi-Way Projections ⬇️

Statistical modeling and analysis of laser-evoked potentials of electrocorticogram recordings from awake humans

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Steady State Visual Evoked Potentials in the Delta Range (0.5-5 Hz)

Steady-state visually evoked potentials: focus on essential paradigms and future perspectives.

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Stereophonic noise reduction using a combined sliding subspace projection and adaptive signal enhancement

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Subliminal Priming-State of the Art and Future Perspectives.

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Suitable ICA Algorithm for Extracting Saccade-Related EEG Signals

Switched-capacitor neural networks for differential optimization

Symmetric nonnegative matrix factorization: algorithms and applications to probabilistic clustering

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Synchrony analysis of paroxysmal gamma waves in meditation EEG

Synthesis of active RC multiport voltage transfer functions with reduced number of operational amplifiers

Synthesis of nonlinear functions using continued fraction expansion

Synthesis of rational transfer matrices with active RC networks using equal valued grounded capacitors

Synthesis ofn-port networks by a matrix-continuant

Technique for compensation of errors in analogue multipliers

Techniques for early detection of Alzheimer's disease using spontaneous EEG recordings.

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Temporally Constrained Sparse Group Spatial Patterns for Motor Imagery BCI

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Tensor Based Simultaneous Feature Extraction and Sample Weighting for EEG Classification

Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis ⬇️

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Tensor Deflation for CANDECOMP/PARAFAC— Part II: Initialization and Error Analysis

Tensor Networks for Latent Variable Analysis: Higher Order Canonical Polyadic Decomposition

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Tensor Networks for Latent Variable Analysis: Novel Algorithms for Tensor Train Approximation

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Tensor classification for P300-based brain computer interface

Tensor completion throughmultiple Kronecker product decomposition

Tensor completion via functional smooth component deflation

Tensor-variate Gaussian processes regression and its application to video surveillance

The Effects of Audiovisual Inputs on Solving the Cocktail Party Problem in the Human Brain: An fMRI Study.

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The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction

The Study of Generic Model Set for Reducing Calibration Time in P300-Based Brain-Computer Interface

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The Uncinate Fasciculus as a Predictor of Conversion from Amnestic Mild Cognitive Impairment to Alzheimer Disease

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The changing face of P300 BCIs: a comparison of stimulus changes in a P300 BCI involving faces, emotion, and movement

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The explicit inverses of general tridiagonal matrices and some applications

The spectrometer telescope for imaging x-rays on board the Solar Orbiter mission

The spectrometer/telescope for imaging X-rays on board the ESA Solar Orbiter spacecraft

Tomographic image reconstruction from limited-view projections with Wiener filtered focuss algorithm

Tongue-rudder: a glossokinetic-potential-based tongue-machine interface

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Topological Network Analysis of Early Alzheimer's Disease Based on Resting-State EEG

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Total Variation Regularized Tensor RPCA for Background Subtraction From Compressive Measurements ⬇️

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Towards correlation-based time window selection method for motor imagery BCIs

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Two Efficient Algorithms for Approximately Orthogonal Nonnegative Matrix Factorization

Two-sided diagonalization of order-three tensors

Underdetermined blind source separation based on sparse representation

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Usefulness of Quasi-L1 Norm-Based Nonnegative Matrix Factorization Algorithm to Estimate Background Signal using Environmental Electromagnetic Field Measurements at ELF Band

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Validating rationale of group-level component analysis based on estimating number of sources in EEG through model order selection.

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Versatile self-reconfigurable digital processing platform for satellite and aerospace applications

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WLnet: Towards an Approach for Robust Workload Estimation Based on Shallow Neural Networks

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Wavelet-like receptive fields emerges by non-linear minimization of neuron error

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When is non-negative matrix decomposition unique?

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Winner-take-all neural network and its application to minimax optimisation problems

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