Nonlinear PCA type approaches for source separation and independent component analysis. - Juha Karhunen; Liuyue Wang; Ricardo Vigário (ICNN, 1995)

Applications of neural blind separation to signal and image processing. - Juha Karhunen; Aapo Hyvärinen; Ricardo Vigário; Jarmo Hurri; Erkki Oja (ICASSP, 1997)

Independent Component Analysis for Identification of Artifacts in Magnetoencephalographic Recordings. - Ricardo Vigário; Veikko Jousmäki; Matti Hämäläinen; Riitta Hari; Erkki Oja (NIPS, 1997)

A class of neural networks for independent component analysis. - Juha Karhunen; Erkki Oja; Liuyue Wang; Ricardo Vigário; Jyrki Joutsensalo (IEEE Trans. Neural Networks, 1997)

Independent Component Analysis of Human Brain Waves. - Ricardo Vigário; Erkki Oja (IWANN (2), 1999)

Neural networks for blind separation with unknown number of sources. - Andrzej Cichocki; Juha Karhunen; Wlodzimierz Kasprzak; Ricardo Vigário (Neurocomputing, 1999)

Independence: a new criterion for the analysis of the electromagnetic fields in the global brain? - Ricardo Vigário; Erkki Oja (Neural Networks, 2000)

Extraction of event-related signals from multichannel bioelectrical measurements. - Allan Kardec Barros; Ricardo Vigário; Veikko Jousmäki; Noboru Ohnishi (IEEE Trans. Biomed. Eng., 2000)

Independent component approach to the analysis of EEG and MEG recordings. - Ricardo Vigário; Jaakko Särelä; V. Jousmiki; Matti Hämäläinen; Erkki Oja (IEEE Trans. Biomed. Eng., 2000)

The Problem of Overlearning in High-Order ICA Approaches: Analysis and Solutions. - Jaakko Särelä; Ricardo Vigário (IWANN (2), 2001)

Nonlinear PCA: a new hierarchical approach. - Matthias Scholz; Ricardo Vigário (ESANN, 2002)

Identifying cortical sources of corticomuscle coherence during bimanual muscle contraction by temporal decorrelation. - Ricardo Vigário; Ole Jensen (ISSPA (2), 2003)

Overlearning in Marginal Distribution-Based ICA: Analysis and Solutions. - Jaakko Särelä; Ricardo Vigário (J. Mach. Learn. Res., 2003)

Assessing similarity of emergent representations based on unsupervised learning. - Juha Raitio; Ricardo Vigário; Jaakko Särelä; Timo Honkela (IJCNN, 2004)

Analysis of auditory fMRI recordings via ICA: a study on consistency. - Jarkko Ylipaavalniemi; Ricardo Vigário (IJCNN, 2004)

Blind Source Separation Techniques for Decomposing Event-Related Brain Signals. - Klaus-Robert Müller; Ricardo Vigário; Frank C. Meinecke; Andreas Ziehe (Int. J. Bifurc. Chaos, 2004)

Empirical evidence of the linear nature of magnetoencephalograms. - Antti Honkela; Tomas Östman; Ricardo Vigário (ESANN, 2005)

Comparison of BSS Methods for the Detection of alpha-Activity Components in EEG. - Sergey Borisov; Alexander Ilin; Ricardo Vigário; Erkki Oja (ICA, 2006)

Blind Source Separation of Cardiac Murmurs from Heart Recordings. - Astrid Pietilä; Milad El-Segaier; Ricardo Vigário; Erkki Pesonen (ICA, 2006)

Brains and Phantoms: An ICA Study of fMRI. - Jarkko Ylipaavalniemi; Seppo Mattila; Antti Tarkiainen; Ricardo Vigário (ICA, 2006)

Reference-Based Extraction of Phase Synchronous Components. - Jan-Hendrik Schleimer; Ricardo Vigário (ICANN (2), 2006)

Order in Complex Systems of Nonlinear Oscillators: Phase Locked Subspaces. - Jan-Hendrik Schleimer; Ricardo Vigário (ESANN, 2007)

Functional elements and networks in fMRI. - Jarkko Ylipaavalniemi; Eerika Savia; Ricardo Vigário; Samuel Kaski (ESANN, 2007)

Subspaces of Spatially Varying Independent Components in fMRI. - Jarkko Ylipaavalniemi; Ricardo Vigário (ICA, 2007)

Clustering Limit Cycle Oscillators by Spectral Analysis of the Synchronisation Matrix with an Additional Phase Sensitive Rotation. - Jan-Hendrik Schleimer; Ricardo Vigário (ICANN (1), 2007)

Partial Clustering for Tissue Segmentation in MRI. - Nicolau Gonçalves; Janne Nikkilä; Ricardo Vigário (ICONIP (2), 2008)

Analyzing consistency of independent components: An fMRI illustration. - Jarkko Ylipaavalniemi; Ricardo Vigário (NeuroImage, 2008)

Source Separation of Phase-Locked Subspaces. - Miguel S. B. Almeida; Ricardo Vigário (ICA, 2009)

Denoising Single Trial Event Related Magnetoencephalographic Recordings. - Elina Karp; Lauri Parkkonen; Ricardo Vigário (ICA, 2009)

Dependencies between stimuli and spatially independent fMRI sources: Towards brain correlates of natural stimuli. - Jarkko Ylipaavalniemi; Eerika Savia; Sanna Malinen; Riitta Hari; Ricardo Vigário; Samuel Kaski (NeuroImage, 2009)

Independent Phase Analysis: Separating Phase-Locked Subspaces. - Miguel S. B. Almeida; José M. Bioucas-Dias; Ricardo Vigário (LVA/ICA, 2010)

Image Approach towards Document Mining in Neuroscientific Publications. - Jayaprakash Rajasekharan; Ulrike Scharfenberger; Nicolau Gonçalves; Ricardo Vigário (IDA, 2010)

Phase Locked Matrix Factorization. - Miguel S. B. Almeida; Ricardo Vigário; José M. Bioucas-Dias (EUSIPCO, 2011)

New Probabilistic Bounds on Eigenvalues and Eigenvectors of Random Kernel Matrices. - Nima Reyhani; Hideitsu Hino; Ricardo Vigário (UAI, 2011)

Source Separation and Clustering of Phase-Locked Subspaces. - Miguel S. B. Almeida; Jan-Hendrik Schleimer; José M. Bioucas-Dias; Ricardo Vigário (IEEE Trans. Neural Networks, 2011)

The effect of automatic blink correction on auditory evoked potentials. - Jussi Korpela; Ricardo Vigário; Minna Huotilainen (EMBC, 2012)

The Role of Whitening for Separation of Synchronous Sources. - Miguel S. B. Almeida; Ricardo Vigário; José M. Bioucas-Dias (LVA/ICA, 2012)

Distributional Convergence of Subspace Estimates in FastICA: A Bootstrap Study. - Jarkko Ylipaavalniemi; Nima Reyhani; Ricardo Vigário (LVA/ICA, 2012)

Clustering through SOM Consistency. - Nicolau Gonçalves; Ricardo Vigário (ICIAR (1), 2012)

Estimation of the Common Oscillation for Phase Locked Matrix Factorization. - Miguel S. B. Almeida; Ricardo Vigário; José M. Bioucas-Dias (ICPRAM (1), 2012)

Consistency and asymptotic normality of FastICA and bootstrap FastICA. - Nima Reyhani; Jarkko Ylipaavalniemi; Ricardo Vigário; Erkki Oja (Signal Process., 2012)

Separation of phase-locked sources in pseudo-real MEG data. - Miguel S. B. Almeida; José M. Bioucas-Dias; Ricardo Vigário (EURASIP J. Adv. Signal Process., 2013)

Medical Document Mining Combining Image Exploration and Text Characterization. - Nicolau Gonçalves; Erkki Oja; Ricardo Vigário (Discovery Science, 2014)

Self-Supervised MRI Tissue Segmentation by Discriminative Clustering. - Nicolau Gonçalves; Janne Nikkilä; Ricardo Vigário (Int. J. Neural Syst., 2014)

Separation of Synchronous Sources Through Phase Locked Matrix Factorization. - Miguel S. B. Almeida; Ricardo Vigário; José M. Bioucas-Dias (IEEE Trans. Neural Networks Learn. Syst., 2014)

Contextual Modulation is Related to Efficiency in a Spiking Network Model of Visual Cortex. - Fariba Sharifian; Hanna Heikkinen; Ricardo Vigário; Simo Vanni (Frontiers Comput. Neurosci., 2015)

Towards a Mobile Phone Pupillometer. - Ricardo Vigário; Mariana Santos; Raúl Vences; Carla Quintão (AHFE (8), 2019)

GNEUROPATHY: Validation Process at Clinical Environment. - Cláudia Quaresma; Madalena Gomes; Heitor Cardoso; Nuno Ferreira; Ricardo Vigário; Carla Quintão; Micaela Fonseca (BIODEVICES, 2019)

Assessing Visual Engagement for Visuomotor Skills Rehabilitation Training in Infants. - Pedro Dias; Ana Ferreira 009; Cláudia Quaresma; Carla Quintão; Ricardo Vigário (AHFE (7), 2020)

RehabVisual: Implementation of a Low Cost Eye Tracker without Pre-calibration. - Pedro Dias; Ana Ferreira 009; Ricardo Vigário; Cláudia Quaresma; Carla Quintão (BIODEVICES, 2020)

Analysis of the Relationship between Electrodermal Activity and Heart Rate with Pain in Individuals with a Shoulder Pathology. - Miranda Oliveira; Carla Quintão; Ricardo Vigário; B. Mendes; C. Caldeira; F. Rodrigues; Cláudia Quaresma (BIODEVICES, 2020)

Assessing the Emotional Reaction to Negative Pictures Through Electrodermal Activity Data. - Pedro Correia; Pedro Morais; Carla Quintão; Cláudia Quaresma; Ricardo Vigário (AHFE (7), 2021)

Electrophysiological effects of mindfulness meditation in a concentration test. - Pedro Morais; Cláudia Quaresma; Ricardo Vigário; Carla Quintão (Medical Biol. Eng. Comput., 2021)

Ortho-Monitorizer: A Portable Device to Monitor the Use of Upper Limb Orthoses - A Concept Proof. - Raquel Gonçalves; Carla Quintão; Ricardo Vigário; Cláudia Quaresma (BIODEVICES, 2022)

Ortho-Monitorizer: A Portable Device to Monitor Pressure and Temperature During the Use of Upper Limb Orthoses. - Eduarda Dinis; Raquel Gonçalves; Inês Rodrigues; Bruno Mendes; Carla Quintão; Ricardo Vigário; Cláudia Quaresma (SN Comput. Sci., 2023)

Effects of mindfulness-based stress reduction meditation on the emotional reaction to affective pictures assessed by electrodermal activity. - Pedro Correia; Cláudia Quaresma; Pedro Morais; Miguel Fonseca; Ricardo Vigário; Carla Quintão (Biomed. Signal Process. Control., 2023)