List of works by Stefan Haufe

A Simulation Framework for Benchmarking EEG-Based Brain Connectivity Estimation Methodologies.

scientific article published on 2 June 2016

A benchmark for prediction of psychiatric multimorbidity from resting EEG data in a large pediatric sample

scientific article published in 2022

A critical assessment of connectivity measures for EEG data: a simulation study

scientific article

A highly detailed FEM volume conductor model based on the ICBM152 average head template for EEG source imaging and TCS targeting

scientific article published on 01 August 2015

A state-space model for inferring effective connectivity of latent neural dynamics from simultaneous EEG/fMRI ⬇️

An extendable simulation framework for benchmarking EEG-based brain connectivity estimation methodologies.

scientific article published on August 2015

An open database of EEG data from child epilepsy with postoperational foci localization at eeg.pl/epi

scientific article published in 2009

Automatic classification of artifactual ICA-components for artifact removal in EEG signals.

scientific article published on 02 August 2011

Combining sparsity and rotational invariance in EEG/MEG source reconstruction

scientific article published on 3 May 2008

Consistency of EEG source localization and connectivity estimates.

scientific article

Detection of braking intention in diverse situations during simulated driving based on EEG feature combination

scientific article published on 26 November 2014

Dimensionality reduction for the analysis of brain oscillations

scientific article published on 6 July 2014

EEG potentials predict upcoming emergency brakings during simulated driving

scientific article published on 28 July 2011

Effect of head volume conduction on directed connectivity estimated between reconstructed EEG sources

article

Electrophysiology-based detection of emergency braking intention in real-world driving

scientific article published on 11 August 2014

Elucidating relations between fMRI, ECoG, and EEG through a common natural stimulus

scientific article published on 15 June 2018

Enhancing sensorimotor BCI performance with assistive afferent activity: An online evaluation

scientific article published on 01 June 2019

Estimating vector fields using sparse basis field expansions ⬇️

Finding brain oscillations with power dependencies in neuroimaging data.

scientific article

Functional connectivity of EEG is subject-specific, associated with phenotype, and different from fMRI

scientific article published on 31 May 2020

Identifying Granger causal relationships between neural power dynamics and variables of interest

scientific article published on 30 December 2014

Identifying brain effective connectivity patterns from EEG: performance of Granger Causality, DTF, PDC and PSI on simulated data

scientific article

Large-scale EEG/MEG source localization with spatial flexibility.

scientific article published on 9 September 2010

Localization of class-related mu-rhythm desynchronization in motor imagery based brain-computer interface sessions.

scientific article published in January 2010

Machine learning based brain signal decoding for intelligent adaptive deep brain stimulation

scientific article published in 2022

Modeling sparse connectivity between underlying brain sources for EEG/MEG.

scientific article published on 18 May 2010

Now you'll feel it, now you won't: EEG rhythms predict the effectiveness of perceptual masking

scientific article published in December 2009

On the interpretation of weight vectors of linear models in multivariate neuroimaging

scientific article published on 15 November 2013

Ongoing Monitoring of Mindwandering in Avoidant Grief Through Cortico-Basal-Ganglia Interactions

scientific article published on 01 February 2019

Open database of epileptic EEG with MRI and postoperational assessment of foci--a real world verification for the EEG inverse solutions.

scientific article

Optimizing event-related potential based brain-computer interfaces: a systematic evaluation of dynamic stopping methods.

scientific article published on 20 May 2013

Optimizing the regularization for image reconstruction of cerebral diffuse optical tomography

scientific article published in September 2014

Parameter interpretation, regularization and source localization in multivariate linear models

Powerful Statistical Inference for Nested Data Using Sufficient Summary Statistics.

scientific article published on 19 March 2018

Practicing fast-decision BCI using a "goalkeeper" paradigm

scientific article published in 2009

Pre-stimulus sensorimotor rhythms influence brain-computer interface classification performance.

scientific article published on 11 July 2012

Predicting lethal courses in critically ill COVID-19 patients using a machine learning model trained on patients with non-COVID-19 viral pneumonia

scientific article published on 24 June 2021

Quantifying the Effect of Demixing Approaches on Directed Connectivity Estimated Between Reconstructed EEG Sources

article

Robust Estimation of Noise for Electromagnetic Brain Imaging with the Champagne Algorithm

scientific article published on 08 October 2020

SPoC: a novel framework for relating the amplitude of neuronal oscillations to behaviorally relevant parameters

scientific article published on 15 August 2013

Scrutinizing XAI using linear ground-truth data with suppressor variables

scientific article published on 13 April 2022

Single-trial analysis and classification of ERP components--a tutorial

scientific article

Solving the EEG inverse problem based on space-time-frequency structured sparsity constraints

scientific article published on 3 June 2015

The Berlin Brain-Computer Interface: Non-Medical Uses of BCI Technology.

scientific article

The Berlin Brain-Computer Interface: Progress Beyond Communication and Control

scientific article

The New York Head-A precise standardized volume conductor model for EEG source localization and tES targeting.

scientific article published on 16 December 2015

The effect of linear mixing in the EEG on Hurst exponent estimation

scientific article

The role of alpha-rhythm states in perceptual learning: insights from experiments and computational models.

scientific article published on 04 April 2014

Tracking Deceased-Related Thinking with Neural Pattern Decoding of a Cortical-Basal Ganglia Circuit

scientific article published on 01 July 2017

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