Klaas E. Stephan

Affiliations:
  • ETH Zurich, Switzerland
  • University College London, UK


According to our database1, Klaas E. Stephan authored at least 98 papers between 1999 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2021
Model-based prediction of muscarinic receptor function from auditory mismatch negativity responses.
NeuroImage, 2021

Technical note: A fast and robust integrator of delay differential equations in DCM for electrophysiological data.
NeuroImage, 2021

Cholinergic and dopaminergic effects on prediction error and uncertainty responses during sensory associative learning.
NeuroImage, 2021

A Hilbert-based method for processing respiratory timeseries.
NeuroImage, 2021

Whole-brain estimates of directed connectivity for human connectomics.
NeuroImage, 2021

2020
Effects of hunger, satiety and oral glucose on effective connectivity between hypothalamus and insular cortex.
NeuroImage, 2020

2019
Modulation of midbrain neurocircuitry by intranasal insulin.
NeuroImage, 2019

Laminar fMRI and computational theories of brain function.
NeuroImage, 2019

Feature-specific prediction errors for visual mismatch.
NeuroImage, 2019

Focus of attention modulates the heartbeat evoked potential.
NeuroImage, 2019

2018
Variational Bayesian inversion for hierarchical unsupervised generative embedding (HUGE).
NeuroImage, 2018

Rapid anatomical brain imaging using spiral acquisition and an expanded signal model.
NeuroImage, 2018

A generative model of whole-brain effective connectivity.
NeuroImage, 2018

2017
The Stochastic Early Reaction, Inhibition, and late Action (SERIA) model for antisaccades.
PLoS Comput. Biol., 2017

Computational neuroimaging strategies for single patient predictions.
NeuroImage, 2017

Regression DCM for fMRI.
NeuroImage, 2017

Prediction of Individual Differences from Neuroimaging Data.
NeuroImage, 2017

Analysis and correction of field fluctuations in fMRI data using field monitoring.
NeuroImage, 2017

Perceived control in bounded-rational decision-making.
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

2016
A hemodynamic model for layered BOLD signals.
NeuroImage, 2016

Bayesian model reduction and empirical Bayes for group (DCM) studies.
NeuroImage, 2016

Mechanisms of hemispheric lateralization: Asymmetric interhemispheric recruitment in the face perception network.
NeuroImage, 2016

2015
Inversion of hierarchical Bayesian models using Gaussian processes.
NeuroImage, 2015

Test-retest reliability of dynamic causal modeling for fMRI.
NeuroImage, 2015

2014
Inferring on the Intentions of Others by Hierarchical Bayesian Learning.
PLoS Comput. Biol., 2014

Bayesian model selection for group studies - Revisited.
NeuroImage, 2014

Matched-filter acquisition for BOLD fMRI.
NeuroImage, 2014

On nodes and modes in resting state fMRI.
NeuroImage, 2014

A Dynamic Bayesian Model of Homeostatic Control.
Proceedings of the Adaptive and Intelligent Systems - Third International Conference, 2014

A Model-based Analysis of Impulsivity using a Slot-machine Gambling Paradigm.
Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

2013
A Neurocomputational Model of the Mismatch Negativity.
PLoS Comput. Biol., 2013

Modelling Trial-by-Trial Changes in the Mismatch Negativity.
PLoS Comput. Biol., 2013

Biophysical network models and the human connectome.
NeuroImage, 2013

Neurofeedback-mediated self-regulation of the dopaminergic midbrain.
NeuroImage, 2013

The history of CoCoMac.
NeuroImage, 2013

Model selection and gobbledygook: Response to Lohmann et al.
NeuroImage, 2013

Variational Bayesian mixed-effects inference for classification studies.
NeuroImage, 2013

Multi-site reproducibility of prefrontal-hippocampal connectivity estimates by stochastic DCM.
NeuroImage, 2013

2012
Dopamine, Affordance and Active Inference.
PLoS Comput. Biol., 2012

A short history of causal modeling of fMRI data.
NeuroImage, 2012

DCM for complex-valued data: Cross-spectra, coherence and phase-delays.
NeuroImage, 2012

Stochastic dynamic causal modelling of fMRI data: Should we care about neural noise?
NeuroImage, 2012

A dynamic causal model for evoked and induced responses.
NeuroImage, 2012

Decoding the perception of pain from fMRI using multivariate pattern analysis.
NeuroImage, 2012

Bayesian mixed-effects inference on classification performance in hierarchical data sets.
J. Mach. Learn. Res., 2012

An electrophysiological validation of stochastic DCM for fMRI.
Frontiers Comput. Neurosci., 2012

2011
Optimizing Experimental Design for Comparing Models of Brain Function.
PLoS Comput. Biol., 2011

Generative Embedding for Model-Based Classification of fMRI Data.
PLoS Comput. Biol., 2011

Consistent spectral predictors for dynamic causal models of steady-state responses.
NeuroImage, 2011

Generalised filtering and stochastic DCM for fMRI.
NeuroImage, 2011

Network discovery with DCM.
NeuroImage, 2011

Dynamic causal modelling: A critical review of the biophysical and statistical foundations.
NeuroImage, 2011

Model-based feature construction for multivariate decoding.
NeuroImage, 2011

2010
Dynamic causal modeling.
Scholarpedia, 2010

In Memoriam: Rolf Kötter (1961-2010).
PLoS Comput. Biol., 2010

Comparing Families of Dynamic Causal Models.
PLoS Comput. Biol., 2010

Ten simple rules for dynamic causal modeling.
NeuroImage, 2010

Adaptive and aberrant reward prediction signals in the human brain.
NeuroImage, 2010

Multi-subject analyses with dynamic causal modeling.
NeuroImage, 2010

Cingulate activity and fronto-temporal connectivity in people with prodromal signs of psychosis.
NeuroImage, 2010

The Binormal Assumption on Precision-Recall Curves.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

The Balanced Accuracy and Its Posterior Distribution.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Tractography-based priors for dynamic causal models.
NeuroImage, 2009

Bayesian model selection for group studies.
NeuroImage, 2009

Corrigendum to "Bayesian model selection for group studies" [NeuroImage 46 (2009) 1005-1017].
NeuroImage, 2009

Dynamic causal models of steady-state responses.
NeuroImage, 2009

Repetition suppression and plasticity in the human brain.
NeuroImage, 2009

Forward and backward connections in the brain: A DCM study of functional asymmetries.
NeuroImage, 2009

Computational disease modeling - fact or fiction?
BMC Syst. Biol., 2009

2008
Integrated Bayesian models of learning and decision making for saccadic eye movements.
Neural Networks, 2008

The Brain Connectivity Workshops: Moving the frontiers of computational systems neuroscience.
NeuroImage, 2008

Nonlinear dynamic causal models for fMRI.
NeuroImage, 2008

Bayesian estimation of synaptic physiology from the spectral responses of neural masses.
NeuroImage, 2008

The functional anatomy of the MMN: A DCM study of the roving paradigm.
NeuroImage, 2008

Fronto-temporal Interactions during Overt Verbal Initiation and Suppression.
J. Cogn. Neurosci., 2008

2007
Free-energy and the brain.
Synth., 2007

Hierarchical Processing of Auditory Objects in Humans.
PLoS Comput. Biol., 2007

Comparing hemodynamic models with DCM.
NeuroImage, 2007

A neural mass model of spectral responses in electrophysiology.
NeuroImage, 2007

Neurophysiological correlates of relatively enhanced local visual search in autistic adolescents.
NeuroImage, 2007

Extra-classical receptive field effects measured in striate cortex with fMRI.
NeuroImage, 2007

Dynamic causal modelling of evoked potentials: A reproducibility study.
NeuroImage, 2007

2005
Modulation of pain processing in hyperalgesia by cognitive demand.
NeuroImage, 2005

Yearning to yawn: the neural basis of contagious yawning.
NeuroImage, 2005

Mixed-effects and fMRI studies.
NeuroImage, 2005

A new SPM toolbox for combining probabilistic cytoarchitectonic maps and functional imaging data.
NeuroImage, 2005

2004
Comparing dynamic causal models.
NeuroImage, 2004

Visuospatial attention: how to measure effects of infrequent, unattended events in a blocked stimulus design.
NeuroImage, 2004

2003
Network participation indices: characterizing component roles for information processing in neural networks.
Neural Networks, 2003

In search of the hidden: an fMRI study with implications for the study of patients with autism and with acquired brain injury.
NeuroImage, 2003

Guiding the modeller: organizing and selecting experimental data for single cell models using the CoCoDat database.
Neurocomputing, 2003

2002
Initial Demonstration of in Vivo Tracing of Axonal Projections in the Macaque Brain and Comparison with the Human Brain Using Diffusion Tensor Imaging and Fast Marching Tractography.
NeuroImage, 2002

Modelling the influence of thalamo-cortical projections on prefrontal activity.
Neurocomputing, 2002

The structural basis of information transfer from medial temporal lobe to prefrontal cortex in the macaque monkey.
Neurocomputing, 2002

2001
Connectional characteristics of areas in Walker's map of primate prefrontal cortex.
Neurocomputing, 2001

Towards a federated neuroscientific knowledge management system using brain atlases.
Neurocomputing, 2001

Organization of primate amygdalo-prefrontal projections.
Neurocomputing, 2001

1999
One cortex - many maps: An introduction to coordinate-independent mapping by Objective Relational Transformation (ORT).
Neurocomputing, 1999


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