List of works by Lars Kai Hansen

A Cure for Variance Inflation in High Dimensional Kernel Principal Component Analysis ⬇️

scientific article published on June 2011

A Harmonic Excitation State-Space Approach to Blind Separation of Speech ⬇️

scientific article published in January 2005

A Hold-out method to correct PCA variance inflation

A Locally Adaptive Normal Distribution ⬇️

scientific article (publication date: 23 September 2016)

A QUANTITATIVE STUDY OF PRUNING BY OPTIMAL BRAIN DAMAGE

scientific article (publication date: June 1993)

A Smartphone Interface for a Wireless EEG Headset with Real-Time 3D Reconstruction

A differential privacy workflow for inference of parameters in the Rasch model ⬇️

article

A framework for closed-loop neurofeedback for real-time EEG decoding

scientific article published on 11 November 2019

A machine-learning framework for robust and reliable prediction of short- and long-term treatment response in initially antipsychotic-naïve schizophrenia patients based on multimodal neuropsychiatric data

scientific article published on 10 August 2020

A randomized heuristic for kernel parameter selection with large-scale multi-class data

A regularized matrix factorization approach to induce structured sparse-low-rank solutions in the EEG inverse problem

A spatially robust ICA algorithm for multiple fMRI data sets

article

Activation pattern reproducibility: measuring the effects of group size and data analysis models

scientific article

Active Learning Solution on Distributed Edge Computing ⬇️

scientific article published on 25 June 2019

Adaptive regularization

Adaptive regularization of neural classifiers

scholarly article by Lars Nonboe Andersen et al published 1997 in Neural Networks for Signal Processing VII. Proceedings of the 1997 IEEE Signal Processing Society Workshop

Aggregating explainability methods for neural networks stabilizes explanations ⬇️

scientific article published in March 2019

Algorithms for sparse nonnegative Tucker decompositions

scientific article

An evaluation of EEG scanner's dependence on the imaging technique, forward model computation method, and array dimensionality

scientific article (publication date: 2012)

Approximate L<inf>0</inf> constrained non-negative matrix and tensor factorization

article by Morten Mørup et al published May 2008 in 2008 IEEE International Symposium on Circuits and Systems

Archetypal analysis for machine learning

scholarly article by Morten Mørup & Lars Kai Hansen published August 2010 in 2010 IEEE International Workshop on Machine Learning for Signal Processing

Archetypal analysis for machine learning and data mining

scientific article (publication date: March 2012)

Author cocitation analysis of articles from “Neurolmage”

scientific article published in June 2001

Automatic anatomical labeling of Talairach coordinates and generation of volumes of interest via the BrainMap database

Automatic relevance determination for multi-way models

scientific article published in July 2009

Automatic sleep stage classification based on subcutaneous EEG in patients with epilepsy

scientific article published on 30 October 2019

Bayesian Averaging is Well-Temperated ⬇️

scientific article published on 2000

Bayesian Inference for Structured Spike and Slab Priors ⬇️

scientific article 2014 NIPS version

Bayesian Model Comparison in Nonlinear BOLD fMRI Hemodynamics

scientific article published on March 2008

Bayesian Modelling of fMRI time Series ⬇️

scientific article published in January 2000

Bayesian Non-negative Matrix Factorization

scientific article published on 2009

Bayesian Structure Learning for Dynamic Brain Connectivity ⬇️

scientific article published in April 2018

Bayesian correlated component analysis for inference of joint EEG activation

scientific article (publication date: June 2014)

Bayesian inference for spatio-temporal spike and slab priors ⬇️

long version on 48 pages

Biclique communities

scientific article (publication date: 21 July 2008)

Blind Separation of More Sources than Sensors in Convolutive Mixtures

Blind detection of independent dynamic components

Boltzmann learning of parameters in cellular neural networks

scholarly article by Lars Kai Hansen published 1992 in CNNA '92 Proceedings Second International Workshop on Cellular Neural Networks and Their Applications

BredeQuery: Coordinate-Based Meta-analytic Search of Neuroscientific Literature from the SPM Environment

scientific article (publication date: 2010)

COULOMB-INDUCED PSEUDO-CRITICAL BEHAVIOUR IN DISORDERED CDW's

scientific article published in 1986

Canonical Ridge Analysis with Ridge Parameter Optimization

scholarly article

Castsearch - Context Based Spoken Document Retrieval

scientific article (publication date: 2007)

Central 5-HT neurotransmission modulates weight loss following gastric bypass surgery in obese individuals.

scientific article published in April 2015

Cerebral serotonin transporter binding is inversely related to body mass index

scientific article published on 9 April 2010

Challenges in explaining deep learning models for data with biological variation ⬇️

scientific article published on 14 June 2024

Cluster analysis of activity-time series in motor learning

scientific article

Clustering of Sun exposure measurements

Clustering of antipsychotic-naïve patients with schizophrenia based on functional connectivity from resting-state electroencephalography

Cogito Componentiter Ergo Sum

Cognitive semantic networks: Emotional verbs throw a tantrum but don't bite

Combining embedding methods for a word intrusion task ⬇️

2-page scientific article published in March 2019

Combining embedding methods for a word intrusion task ⬇️

4-page scientific article published in October 2019

Comments for: Rivals, I., & Personnaz, L. (2000). Construction of confidence intervals for neural networks based on least squares estimation. Neural Networks, 13, 463-484.

scientific article published in January 2002

Compact web browsing profiles for click-through rate prediction

Concept-Based Explainability for an EEG Transformer Model

Consensus inference in neuroimaging

scientific article

Creating Semantic Representations

Data Driven Estimation of Imputation Error—A Strategy for Imputation with a Reject Option ⬇️

scientific article

Data-driven forward model inference for EEG brain imaging

scientific article

Decoding Complex Cognitive States Online by Manifold Regularization in Real-Time fMRI

scientific article (publication date: 2012)

Deep Convolutional Neural Networks for Interpretable Analysis of EEG Sleep Stage Scoring ⬇️

scientific article from MLSP 2017

Defining a local arterial input function for perfusion MRI using independent component analysis

scientific article published on 23 September 2004

Denoising by semi-supervised kernel PCA preimaging

scientific article (publication date: November 2014)

Design and evaluation of neural classifiers

scholarly article by L. Hintz-Madsen et al published 1996 in Neural Networks for Signal Processing VI. Proceedings of the 1996 IEEE Signal Processing Society Workshop

Design and evaluation of neural classifiers application to skin lesion classification

scholarly article by Mads Hintz-Madsen et al published 1995 in Proceedings of 1995 IEEE Workshop on Neural Networks for Signal Processing

Design and regularization of neural networks: the optimal use of a validation set

scholarly article by Jan Larsen et al published 1996 in Neural Networks for Signal Processing VI. Proceedings of the 1996 IEEE Signal Processing Society Workshop

Design of robust neural network classifiers

1998 conference paper

Designer networks for time series processing

scholarly article by Claus Svarer et al published 1993 in Neural Networks for Signal Processing III - Proceedings of the 1993 IEEE-SP Workshop

Detecting Weather Radar Clutter by Information Fusion With Satellite Images and Numerical Weather Prediction Model Output

scientific article (publication date: July 2006)

Detecting hierarchical structure in networks

scientific article (publication date: May 2012)

Detection of skin cancer by classification of Raman spectra

scientific article (publication date: October 2004)

Deterministic modularity optimization

Dimensionality reduction for click-through rate prediction: Dense versus sparse representation ⬇️

article published in 2014

Discrimination of cylinders with different wall thicknesses using neural networks and simulated dolphin sonar signals

scholarly article by L.N. Andersen et al published 1999 in Neural Networks for Signal Processing IX: Proceedings of the 1999 IEEE Signal Processing Society Workshop (Cat. No.98TH8468)

Dreaming More Data: Class-dependent Distributions over Diffeomorphisms for Learned Data Augmentation ⬇️

scholarly article published 2016

Dynamic components of linear stable mixtures from fractional low order moments

EEG in the classroom: Synchronised neural recordings during video presentation ⬇️

scientific article

EEG source imaging assists decoding in a face recognition task ⬇️

scientific article published on 17 April 2017

EEG source reconstruction performance as a function of skull conductance contrast

ERPWAVELAB a toolbox for multi-channel analysis of time-frequency transformed event related potentials

scientific article

Early stop criterion from the bootstrap ensemble

Effect of spatial alignment transformations in PCA and ICA of functional neuroimages

scientific article

Emotional nodes among lines of lyrics

Empirical generalization assessment of neural network models

scholarly article by Jan Larsen & Lars Kai Hansen published 1995 in Proceedings of 1995 IEEE Workshop on Neural Networks for Signal Processing

Enhancing the multivariate signal of [15O] water PET studies with a new nonlinear neuroanatomical registration algorithm

scientific article

Ensemble Learning and Linear Response Theory for ICA ⬇️

Ensemble methods for handwritten digit recognition

Estimating human predictability from mobile sensor data

article

Evaluating models of dynamic functional connectivity using predictive classification accuracy ⬇️

scientific article published in 2018

Evaluation of the Influence of Uncertain Forward Models on the EEG Source Reconstruction Problem

Experiences with Matlab and VRML in Functional Neuroimaging Visualizations ⬇️

scholarly article published February 2000

Exploring fMRI data for periodic signal components

scientific article

Fast sampling from a Hidden Markov Model posterior for large data

scientific article (publication date: September 2014)

Feature-space clustering for fMRI meta-analysis

scientific article

FindZebra: A search engine for rare diseases

scientific article (publication date: June 2013)

Finding related functional neuroimaging volumes

scientific article (publication date: February 2004)

Frequency constrained ShiftCP modeling of neuroimaging data

article by Morten Mørup et al published November 2011 in 2011 Conference Record of the Forty Fifth Asilomar Conference on Signals, Systems and Computers (ASILOMAR)

Frontal alpha oscillations distinguish leaders from followers: Multivariate decoding of mutually interacting brains

scientific article

Fusing Simultaneous EEG and fMRI Using Functional and Anatomical Information

Generalizable Singular Value Decomposition for Ill-posed Datasets ⬇️

scientific article published in January 2001

Generalizable patterns in neuroimaging: how many principal components?

scientific article (publication date: May 1999)

Generalization performance of regularized neural network models

scholarly article by Jan Larsen & Lars Kai Hansen published 1994 in Proceedings of IEEE Workshop on Neural Networks for Signal Processing

Generalization: The Hidden Agenda of Learning

scholarly article by Jan Larsen & Lars Kai Hansen published November 1997 in IEEE: Signal Processing Magazine

Good Friends, Bad News - Affect and Virality in Twitter

scientific article published 2011

Growth-rate regulated genes have profound impact on interpretation of transcriptome profiling in Saccharomyces cerevisiae

scientific article

Hierarchical Bayesian model for simultaneous EEG source and forward model reconstruction (SOFOMORE)

article

Hjernen i computeren

How efficient is estimation with missing data?

How many separable sources? Model selection in independent components analysis ⬇️

scientific article published on 26 March 2015

Hubness Reduction Improves Sentence-BERT Semantic Spaces ⬇️

scientific article published on 30 November 2023

Identification of Functional Clusters in the Striatum Using Infinite Relational Modeling

Identification of non-linear models of neural activity in BOLD fMRI

Identifying modular relations in complex brain networks

Image classification with symbolic hints using limited resources

scientific article published on 21 May 2024

Imputating missing values in diary records of sun-exposure study

Independent Components in Text

scientific article published in 2000

Independent component analysis for understanding multimedia content

scientific article (publication date: 7 November 2002)

Independent component analysis of functional MRI: what is signal and what is noise?

scientific article (publication date: October 2003)

Inferring visual semantic similarity with deep learning and Wikidata: Introducing imagesim-353 ⬇️

scientific article published in 2018

Infinite Multiple Membership Relational Modeling for Complex Networks ⬇️

scientific article published on 26 January 2011

Infinite Relational Modeling of Functional Connectivity in Resting State fMRI ⬇️

Infinite multiple membership relational modeling for complex networks

scientific article from MLSP

Input space regularization stabilizes pre-images for kernel PCA de-noising

Intelligent predictive control of nonlinear processes using neural networks

scholarly article by Magnus Nørgaard et al published 1996 in Proceedings of the 1996 IEEE International Symposium on Intelligent Control

Interactive information visualization in neuroimaging

scientific article (publication date: 1997)

Interpretability in Intelligent Systems – A New Concept?

scholarly article by Lars Kai Hansen & Laura Rieger published 10 September 2019 in Explainable AI: Interpreting, Explaining and Visualizing Deep Learning

Introduction to the Issue on fMRI Analysis for Human Brain Mapping

scientific article

Knowledge graphs for empirical concept retrieval ⬇️

scientific article published on 10 April 2024

Large Scale GPU Based Inference for the Infinite Relational Model ⬇️

article

Large scale topic modeling made practical

Latent Space Oddity: on the Curvature of Deep Generative Models ⬇️

scholarly article by Georgios Arvanitidis et al published 31 October 2017 in Seventh International Conference on Learning Representations

Latent semantics as cognitive components

Learning the solution sparsity of an ill-posed linear inverse problem with the Variational Garrote

scientific article (publication date: September 2013)

Linear State-Space Models for Blind Source Separation ⬇️

scientific article published on December 2006

Massive weight sharing: A cure for extremely ill-posed problems ⬇️

scientific article published in 1995

Maximum Likelihood Estimation of Riemannian Metrics from Euclidean Data

scientific article published in 2017

Mean-field approaches to independent component analysis

scientific article published on April 2002

Melanoma diagnosis by Raman spectroscopy and neural networks: structure alterations in proteins and lipids in intact cancer tissue

scientific article published on February 2004

Minimal Model Structure Analysis for Input Reconstruction in Federated Learning ⬇️

Mining for associations between text and brain activation in a functional neuroimaging database

scientific article (publication date: 2004)

Mining the posterior cingulate: Segregation between memory and pain components

scientific article (publication date: September 2005)

Mobile real-time EEG imaging Bayesian inference with sparse, temporally smooth source priors

scientific article (publication date: February 2013)

Model Selection for Gaussian Kernel PCA Denoising

article

Model Structure Selection in Convolutive Mixtures

article

Model selection for convolutive ICA with an application to spatiotemporal analysis of EEG

scientific article

Model sparsity and brain pattern interpretation of classification models in neuroimaging

scientific article

Modeling latency and shape changes in trial based neuroimaging data

Modeling of activation data in the BrainMap database: Detection of outliers

scientific article (publication date: March 2002)

Modeling text with generalizable Gaussian mixtures

scientific article (publication date: June 2000)

Modeling the haemodynamic response in fMRI using smooth FIR filters

scientific article (publication date: December 2000)

Modelling dense relational data

Modelling the fMRI response using smooth FIR filters

article

Modulation transfer functions for audiovisual speech

scientific article published on 19 July 2022

Motion correction of single-voxel spectroscopy by independent component analysis applied to spectra from nonanesthetized pediatric subjects

scientific article published in November 2009

MuZeeker: Adapting a Music Search Engine for Mobile Phones

scientific article published on 24 March 2010

Multivariate strategies in functional magnetic resonance imaging

scientific article

Multiview Bayesian Correlated Component Analysis

scientific article (publication date: October 2015)

NMF on Positron Emission Tomography

article published in 2007

NNCTRL - a CANCSD toolkit for MATLAB(R)

scholarly article by Magnus Nørgaard et al published 1996 in Proceedings of Joint Conference on Control Applications Intelligent Control and Computer Aided Control System Design

Neural Markers of Responsiveness to the Environment in Human Sleep

scientific article (publication date: 15 June 2016)

Neural classifier construction using regularization, pruning and test error estimation

scientific article published in December 1998

Neural estimation of kinetic rate constants from dynamic PET-scans

Neural network ensembles

scientific article

Neural network for sonogram gap filling

article

Neuroimaging of human pain and virtual reality modelling

scientific article published in 2002

Neuroinformatics based on VRML

scholarly article

Noise-assisted variational quantum thermalization

scientific article

Non-parametric Bayesian graph models reveal community structure in resting state fMRI

scientific article

Non-parametric co-clustering of large scale sparse bipartite networks on the GPU

scientific article (publication date: September 2011)

Nonlinear denoising and analysis of neuroimages with kernel principal component analysis and pre-image estimation

scientific article (publication date: April 2012)

Nonlinear versus linear models in functional neuroimaging: Learning curves and generalization crossover

article

On Low-level Cognitive Components of Speech

scientific article published in November 2005

On an emotional node: Modeling sentiment in graphs of action verbs

On clustering fMRI time series

scientific article (publication date: March 1999)

On comparison of adaptive regularization methods

On convex decision regions in deep network representations ⬇️

On design and evaluation of tapped-delay neural network architectures

scholarly article by Claus Svarer et al published 1993 in IEEE International Conference on Neural Networks

On the Keyhole Hypothesis: High Mutual Information between Ear and Scalp EEG ⬇️

scientific article

On the Limits to Multi-Modal Popularity Prediction on Instagram -- A New Robust, Efficient and Explainable Baseline ⬇️

On the Peierls transition in a periodic potential

scientific article (publication date: February 1984)

On the Relevance of Spectral Features for Instrument Classification

On the Slow Convergence of EM and VBEM in Low-Noise Linear Models

scientific article published on 01 September 2005

On the role of model uncertainties in Bayesian optimisation ⬇️

scientific article published in 2023

Open semantic analysis: The case of word level semantics in Danish ⬇️

Optimized combination, regularization, and pruning in parallel consensual neural networks ⬇️

scientific article published on 4 December 1998

Optimizing the fMRI data-processing pipeline using prediction and reproducibility performance metrics: I. A preliminary group analysis

scientific article

Parallel Factor Analysis as an exploratory tool for wavelet transformed event-related EEG

scientific article published on February 2006

Part-of-speech enhanced context recognition

Perfusion quantification using Gaussian process deconvolution.

scientific article published in August 2002

Phase transition in PCA with missing data: Reduced signal-to-noise ratio, not sample size! ⬇️

article published in 2019

Pitch Based Sound Classification

Plurality and resemblance in fMRI data analysis

scientific article (publication date: September 1999)

Probabilistic Decoupling of Labels in Classification ⬇️

scientific article published on 29 May 2019

Proprioceptive evoked gamma oscillations

scientific article

Pruning from Adaptive Regularization

scientific article published in November 1994

Pruning the vocabulary for better context recognition

Pruning with generalization based weight saliencies: λOBD, λOBS ⬇️

scientific article published in January 1996

Quantitation of regional cerebral blood flow corrected for partial volume effect using O-15 water and PET: I. Theory, error analysis, and stereologic comparison

scientific article

Quantitative analysis of ultrasound B-mode images of carotid atherosclerotic plaque: correlation with visual classification and histological examination

article

Real-Time Decoding of Attentional States Using Closed-Loop EEG Neurofeedback

Recurrent Networks: Second Order Properties and Pruning ⬇️

scientific article published in January 1995

Regular Properties and Anomalous Behaviour Of Conducting M0. B [Pt(C2O4)2] 6H2O, M-OP(M=Ni, Co, Zn, Mg, Mn)

Regularity increases middle latency evoked and late induced beta brain response following proprioceptive stimulation

scientific article published on 7 April 2008

Regularization with a Pruning Prior

scientific article published in August 1997

Regularized Pre-image Estimation for Kernel PCA De-noising

scholarly article by Trine Julie Abrahamsen & Lars Kai Hansen published 11 August 2010 in Journal of Signal Processing Systems

Restoring the Generalizability of SVM Based Decoding in High Dimensional Neuroimage Data

Revisiting Boltzmann learning: parameter estimation in Markov random fields

Robust multi-scale clustering of large DNA microarray datasets with the consensus algorithm

scientific article published on 27 October 2005

Robustness analytics to data heterogeneity in edge computing

scientific article

Robustness of Visual Explanations to Common Data Augmentation Methods ⬇️

scientific article published in 2023

S12. A MACHINE LEARNING FRAMEWORK FOR ROBUST AND RELIABLE PREDICTION OF SHORT- AND LONG-TERM CLINICAL RESPONSE IN INITIALLY ANTIPSYCHOTIC-NAïVE SCHIZOPHRENIA PATIENTS BASED ON MULTIMODAL NEUROPSYCHIATRIC DATA

scientific article

SOFOMORE: Combined EEG source and forward model reconstruction

Second-Order Assortative Mixing in Social Networks

Segmentation of age-related white matter changes in a clinical multi-center study

scientific article (publication date: June 2008)

Semantic Contours in Tracks Based on Emotional Tags

Semi-Supervised Kernel PCA ⬇️

Sequence Classification Using Third-Order Moments

scientific article

Shift-invariant multilinear decomposition of neuroimaging data

scientific article

Shifted Independent Component Analysis

article published in 2007

Shifted Non-Negative Matrix Factorization

Simultaneous EEG Source and Forward Model Reconstruction (SOFOMORE) Using a Hierarchical Bayesian Approach

scientific article (publication date: October 2010)

Single-Trial Decoding of Scalp EEG under Natural Conditions ⬇️

scientific article published on 17 April 2019

Smartphone pervasive sensing of physical activity of overweight adults in a long-running randomized controlled trial (Preprint)

Smartphones Get Emotional: Mind Reading Images and Reconstructing the Neural Sources

Smartphones as pocketable labs: visions for mobile brain imaging and neurofeedback

scientific article (publication date: 2014)

Software for Creating and Analyzing Semantic Representations ⬇️

chapter in Statistical Semantics: Methods and Applications from 2020

Sonar discrimination of cylinders from different angles using neural networks

scholarly article by L.N. Andersen et al published 1999 in 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258)

Space-time analysis of fMRI by feature space clustering

scholarly article

Sparse Kernel Orthonormalized PLS for feature extraction in large data sets ⬇️

scientific article published in January 2007

Sparse Source EEG Imaging with the Variational Garrote

Sparse Spatio-temporal Inference of Electromagnetic Brain Sources

Sparse non-linear denoising: Generalization performance and pattern reproducibility in functional MRI

scholarly article by Trine Julie Abrahamsen & Lars Kai Hansen published November 2011 in Pattern Recognition Letters

Spatio temporal media components for neurofeedback

Spatio-temporal Spike and Slab Priors for Multiple Measurement Vector Problems ⬇️

scientific article published on 19 August 2015

Spatio-temporal reconstruction of brain dynamics from EEG with a Markov prior

scientific article (publication date: December 2016)

Specialized tools are needed when searching the web for rare disease diagnoses

scientific article (publication date: 2013)

Spontaneous Symmetry Breaking in Data Visualization

Stochastic linear learning: Exact test and training error averages

scientific article published in 1993

Structure learning by pruning in independent component analysis

Structured sparsity regularization approach to the EEG inverse problem

Structuring Neural Networks for More Explainable Predictions

scholarly article by Laura Rieger et al published 2018 in Explainable and Interpretable Models in Computer Vision and Machine Learning

Synchronization and comparison of Lifelog audio recordings

Temporal Feature Integration for Music Genre Classification

Testing Multimodal Integration Hypotheses with Application to Schizophrenia Data

scientific article published on June 2015

The Center for Integrated Molecular Brain Imaging (Cimbi) database ⬇️

scientific article

The Complexity of Social Media Response: Statistical Evidence For One-Dimensional Engagement Signal in Twitter ⬇️

scholarly article by Damian Konrad Kowalczyk & Lars Kai Hansen published 15 February 2020 in Proceedings of the 12th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART

The NNSYSID toolbox-a MATLAB(R) toolbox for system identification with neural networks

The Role of Top-Down Attention in the Cocktail Party: Revisiting Cherry's Experiment after Sixty Years

article by Letizia Marchegiani et al published December 2011 in 2011 10th International Conference on Machine Learning and Applications and Workshops

The Smartphone Brain Scanner: A Portable Real-Time Neuroimaging System

scientific article (publication date: 2014)

The error-reject tradeoff

scientific article published in 1997

The evaluation of preprocessing choices in single-subject BOLD fMRI using NPAIRS performance metrics

scientific article published in January 2003

The quantitative evaluation of functional neuroimaging experiments: mutual information learning curves

scientific article

The quantitative evaluation of functional neuroimaging experiments: the NPAIRS data analysis framework

scientific article

Theorems on positive data: on the uniqueness of NMF

scientific article published on January 2008

Time series prediction based on the Relevance Vector Machine with adaptive kernels

scientific article (publication date: May 2002)

Top-down attention with features missing at random

Topic Model Robustness to Automatic Speech Recognition Errors in Podcast Transcripts ⬇️

scholarly article published 25 September 2021

Towards a universal representation for audio information retrieval and analysis

scientific article

Towards semen quality assessment using neural networks

scholarly article by C. Linneberg et al published 1994 in Proceedings of IEEE Workshop on Neural Networks for Signal Processing

Training and evaluation of neural networks for multi-variate time series processing

scholarly article by T.L. Fog et al published November 1995 in Proceedings of ICNN'95 - International Conference on Neural Networks

Two subgroups of antipsychotic-naive, first-episode schizophrenia patients identified with a Gaussian mixture model on cognition and electrophysiology

scientific article

Uncovering Cortical Units of Processing From Multi-Layered Connectomes

scientific article published on 10 March 2022

Universal distribution of saliencies for pruning in layered neural networks

scientific article published in October 1997

Unmixing Oscillatory Brain Activity by EEG Source Localization and Empirical Mode Decomposition ⬇️

scientific article published on 14 March 2019

Unsupervised learning and generalization

Unveiling Music Structure via PLSA Similarity Fusion

Use and Subtleties of Saddlepoint Approximation for Minimum Mean-Square Error Estimation

Using sequences of life-events to predict human lives

scientific article published on 18 December 2023

Variance inflation in high dimensional Support Vector Machines

scholarly article by Trine Julie Abrahamsen & Lars Kai Hansen published December 2013 in Pattern Recognition Letters

Visualization of neural networks using saliency maps

scholarly article by Niels Jacob Sand Mørch et al published November 1995 in Proceedings of ICNN'95 - International Conference on Neural Networks

Visualization of nonlinear kernel models in neuroimaging by sensitivity maps

scientific article (publication date: April 2011)

What to measure next to improve decision making? On top-down task driven feature saliency

[The working brain--how does it look like?].

scientific article

fMRI neuroinformatics

scientific article

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