Publication List

Peer-reviewed

2017

Rahmati, V., Kirmse, K., Holthoff, K., Schwabe, L., Kiebel, S.J. (2017) Developmental emergence of sparse coding: a dynamic systems approach, Scientific Reports. Full text.

Fard, P.R., Park, H., Warkentin, A., Kiebel, S.J., and Bitzer, S. (2017) A Bayesian Reformulation of the Extended Drift-Diffusion Model in Perceptual Decision MakingFrontiers in Computational Neuroscience 11:29.  Full paper doi

2016

 
Rahmati, V., Kirmse, K., Marković, D., Holthoff, K., Kiebel, S.J. (2016) Inferring Neuronal Dynamics from Calcium Imaging Data Using Biophysical Models and Bayesian Inference, PLoS Comput Biol 12(2): e1004736. doiFull Text
 
Grellmann, C.; Neumann, J.; Bitzer, S.; Kovacs, P.; Tönjes, A.; Westlye, L. T.; Andreassen, O. A.; Stumvoll, M.; Villringer, A. & Horstmann, A. Random Projection for fast and efficient multivariate correlation analysis of high-dimensional data: A new approach. Front Genet, 2016, 7, 102. doi
 
Park, H., Lueckmann, J.M., von Kriegstein, K., Bitzer, S., Kiebel, S.J. (2016) Spatiotemporal dynamics of random stimuli account for trial-to-trial variability in perceptual decision making,  Scientific Reports 6: 18832. doi Full Text
 

Marković D, and Kiebel SJ. Comparative Analysis of Behavioral Models for Adaptive Learning in Changing Environments. Frontiers in Computational Neuroscience 10 (2016). doi

2015

Bitzer, S. & Kiebel, S. J. (2015) The Brain Uses Reliability of Stimulus Information when Making Perceptual Decisions.  Advances in Neural Information Processing Systems 28, 2015. Full Text

Schirmer-Mokwa, K., Fard, P.R., Zamorano, A.M., Finkel, S., Birbaumer, N., Kleber, B. (2015) Evidence for Enhanced Interoceptive Accuracy in Professional Musicians, Frontiers in Behavioral Neuroscience, 9: 349. doi Full Text
 

Marković , D., Gläscher, J., Bossaerts, P., O’Doherty, J., Kiebel, S.J. (2015) Modeling the Evolution of Beliefs Using an Attentional Focus Mechanism. PLoS Comput Biol 11(10): e1004558.doi Full Text

Cuevas Rivera D, Bitzer S, Kiebel SJ (2015)Modelling Odor Decoding in the Antennal Lobe by Combining Sequential Firing Rate Models with Bayesian Inference.PLoS Comput Biol 11(10):e1004528. doi Full Text
 

Bitzer, S., Bruineberg, J., Kiebel, S. J. (2015) A Bayesian Attractor Model for Perceptual Decision Making. PLoS computational biology, 11:8, e1004442. doiFull Text

Riedel, P., Ragert, P. Schelinski, S., Kiebel, S.J., von Kriegstein, K. (2015) Visual face-movement sensitive cortex is relevant for auditory-only speech recognition, CORTEX, 68, 86-99. doiFull Text

Taubert , M., Wenzel, U., Draganski, B., Kiebel, S.J., Ragert, P., Krug, J., Villringer, A. (2015) Investigating Neuroanatomical Features in Top Athletes at the Single Subject Level, PLOS ONE, 10:6, e0129508. doiFull Text

Schall, S., Kiebel, S. J., Maess, B., & von Kriegstein, K. (2015). Voice identity recognition: Functional division of the right superior temporal sulcus and its behavioral relevance. Journal of Cognitive Neuroscience, 27:2, 280-291. doiFull Text

Blank, H., Kiebel, S. J., & von Kriegstein, K. (2015). How the human brain exchanges information across sensory modalities to recognize other people. Human Brain Mapping, 36:1, 324-339.
doiFull Text

Grellmann, C.; Bitzer, S.; Neumann, J.; Westlye, L. T.; Andreassen, O. A.; Villringer, A. & Horstmann, A. (2015) Comparison of variants of canonical correlation analysis and partial least squares for combined analysis of MRI and genetic data.  Neuroimage, 107, 289-310.

2014

Schäfer, A., Margulies, D. S., Lohmann, G., Gorgolewski, K. J., Smallwood, J., Kiebel, S. J., & Villringer, A. (2014). Dynamic network participation of functional connectivity hubs assessed by resting-state fMRI. Frontiers in Human Neuroscience, 8: 195. doi

Bitzer, S., Park, H., Blankenburg, F., & Kiebel, S. J. (2014). Perceptual decision making: Drift-diffusion model is equivalent to a Bayesian model. Frontiers in Human Neuroscience, 8: 102.
doiFull Text

Trapp, S., Shenhav, A., Bitzer, S. & Bar, M. (2014) Human preferences are biased towards associative information. Cogn Emot, 1-15.

Thiel, S. D., Bitzer, S., Nierhaus, T., Kalberlah, C., Preusser, S., Neumann, J., Nikulin, V. V., van der Meer, E., Villringer, A., & Pleger, B. (2014) Hysteresis as an implicit prior in tactile spatial decision making. PLoS One, 9, e89802.

Markovic, D., & Claudius, G. (2014). Power laws and self-organized criticality in theory and nature. Physics Reports, 536(2), 41-74.
doi

2013

Yildiz, B., von Kriegstein, K., & Kiebel, S. J. (2013). From birdsong to human speech recognition: Bayesian inference on a hierarchy of nonlinear dynamical systems. PLoS Computational Biology, 9(9): e1003219.
doiFull Text

Schall, S., Kiebel, S., Maess, B., & von Kriegstein, K. (2013). Early auditory sensory processing of voices is facilitated by visual mechanisms. NeuroImage, 77, 237-245.
doi

2012

Meyer, L., Obleser, J., Kiebel, S. J., & Friederici, A. D. (2012). Spatiotemporal dynamics of argument retrieval and reordering: An fMRI and EEG study on sentence processing. Frontiers in Psychology, 3: 523.
doi

Bitzer, S., Yildiz, I. B., & Kiebel, S. J. (2012). Online discrimination of nonlinear dynamics with switching differential equations. arXiv, 1211.0947.

Yildiz, I. B., Jaeger, H., & Kiebel, S. J. (2012). Re-visiting the echo state property. Neural networks, 35, 1-9.
doi

Díaz, B., Hintz, F., Kiebel, S. J., & von Kriegstein, K. (2012). Dysfunction of the auditory thalamus in developmental dyslexia. Proceedings of the National Academy of Sciences of the United States of America, 109(34), 13841-13846.
doi

Ostwald, D., Spitzer, B., Guggenmos, M., Schmidt, T. T., Kiebel, S. J., & Blankenburg, F. (2012). Evidence for neural encoding of Bayesian surprise in human somatosensation. NeuroImage, 62(1), 177-188.
doi

Kiebel, S. (2012). Dynamic Causal Modelling for magneto- and electroencephalography. Biomedical Engineering - Biomedizinische Technik, 57(Suppl. 1), 316-316.

Bitzer, S., & Kiebel, S. (2012). Recognizing recurrent neural networks (rRNN): Bayesian inference for recurrent neural networks. Biological Cybernetics, 106(4-5), 201-217.
doi

Chen, C.-C., Kiebel, S. J., Kilner, J. M., Ward, N. S., Stephan, K. E., Wang, W.-J., & Friston, K. J. (2012). A dynamic causal model for evoked and induced responses. NeuroImage, 59(1), 340-348.
doi

2011

Yildiz, I. B., & Kiebel, S. J. (2011). A hierarchical neuronal model for generation and online recognition of birdsongs. PLoS Computational Biology, 7(12): e1002303.
doi

Kiebel, S. J., & Friston, K. (2011). Free energy and dendritic self-organisation. Frontiers in Systems Neuroscience, 5: 80.
doi

Litvak, V., Mattout, J., Kiebel, S., Phillips, C., Henson, R., Kilner, J., Barnes, G., Oostenveld, R., Daunizeau, J., Flandin, G., Penny, W., & Friston, K. (2011). EEG and MEG data analysis in SPM8. Computational Intelligence and Neuroscience, 2011: 852961.
doi

2010

Daunizeau, J., den Ouden, H. E. M., Pessiglione, M., Kiebel, S. J., Stephan, K. E., & Friston, K. J. (2010). Observing the observer (I): Meta-bayesian models of learning and decision-making. PLoS One, 5(12): e15554.
doiFull Text

Daunizeau, J., den Ouden, H. E. M., Pessiglione, M., Kiebel, S. J., Friston, K. J., & Stephan, K. E. (2010). Observing the observer (II): Deciding when to decide. PLoS One, 5(12): e15555.
doiFull Text

Spiegler, A., Kiebel, S. J., Atay, F., & Knösche, T. R. (2010). Bifurcation analysis of neural mass models: Impact of extrinsic inputs and dendritic time constants. NeuroImage, 52(3), 1041-1058.
doi

von Kriegstein, K., Smith, D. R., Patterson, R. D., Kiebel, S. J., & Griffiths, T. D. (2010). How the human brain recognizes speech in the context of changing speakers. Journal of Neuroscience, 30(2), 629-638.
doiPostprint

Friston, K. J., Daunizeau, J., Kilner, J. M., & Kiebel, S. J. (2010). Action and behavior: a free-energy formulation. Biological Cybernetics, 102(3), 227-260.
doi

Rotshtein, P., Richardson, M. P., Winston, J. S., Kiebel, S. J., Vuilleumier, P., Eimer, M., Driver, J., & Dolan, R. J. (2010). Amygdala damage affects event-related potentials for fearful faces at specific time windows. Human Brain Mapping, 31(7), 1089-1105.
doi

Chen, C. C., Kilner, J. M., Friston, K. J., Kiebel, S. J., Jolly, R., & Ward, N. (2010). Nonlinear coupling in the human motor system. The Journal of Neuroscience, 30(25), 8393-8399.
doiPostprint

Marreiros, A. C., Kiebel, S. J., & Friston, K. J. (2010). A dynamic causal model study of neuronal population dynamics. NeuroImage, 51(1), 91-101.

Bitzer, S., & Williams, C. K. I., (2010) Kick-starting GPLVM optimization via a connection to metric MDS. In Proceedings of the NIPS 2010 Workshop on Challenges of Data Visualization.

2009

Garrido, M. I., Kilner, J. M., Kiebel, S. J., Stephan, K. E., Baldeweg, T., & Friston, K. J. (2009). Repetition suppression and plasticity in the human brain. NeuroImage, 48(1), 269-279.
doiPostprint

Vaudano, A. E., Laufs, H., Kiebel, S. J., Carmichael, D. W., Hamandi, K., Guye, M., Thornton, R., Rodionov, R., Friston, K. J., Duncan, J. S., & Lemieux, L. (2009). Causal hierarchy within the thalamo-cortical network in spike and wave discharges. PLoS One, 4(8): e6475.
doiPostprint

Kiebel, S. J., Daunizeau, J., & Friston, K. J. (2009). Perception and hierarchical dynamics. Frontiers in Neuroinformatics, 3: 20.
doi

Schofield, T., Iverson, P., Kiebel, S. J., Stephan, K. E., Kilner, J. M., Friston, K. J., Crinion, J., Price, C. J., & Leff, A. (2009). Changing meaning causes coupling changes within higher levels of the cortical hierarchy. Proceedings of the National Academy of Sciences of the United States of America, 106(28), 11765-11770.
doi

Friston, K. J., & Kiebel, S. J. (2009). Cortical circuits for perceptual inference. Neural Networks, 22(8), 1093-1104.
doiPostprint

Fastenrath, M., Friston, K. J., & Kiebel, S. J. (2009). Dynamical causal modelling for M/EEG: spatial and temporal symmetry constraints. NeuroImage, 44(1), 154-163.

Kiebel, S. J., von Kriegstein, K., Daunizeau, J., & Friston, K. J. (2009). Recognizing sequences of sequences. PLoS Computational Biology, 5(8): e1000464.
doiPostprint

Daunizeau, J., Friston, K. J., & Kiebel, S. J. (2009). Variational Bayesian identification and prediction of stochastic nonlinear dynamic causal models. Physica D: Nonlinear Phenomena, 238(21), 2089-2118.

Friston, K. J., Daunizeau, J., & Kiebel, S. J. (2009). Reinforcement learning or active inference? PLoS ONE, 4(7), e6421.
doiPostprint

Daunizeau, J., Kiebel, S. J., & Friston, K. J. (2009). Dynamic causal modelling of distributed electromagnetic responses. NeuroImage, 47(2), 590-601. doi: 10.1016/j.neuroimage.2009.04.062.
Postprint

Kiebel, S. J., Garrido, M. I., Moran, R. J., Chen, C. C., & Friston, K. J. (2009). Dynamic causal modelling for EEG and MEG. Human Brain Mapping, 30(6), 1866-1876.

Furl, N., van Rijsbergen, N., Kiebel, S. J., Friston, K. J., Treves, A., & Dolan, R. J. (2009). Modulation of perception and brain activity by predictable trajectories of facial expressions. Cerebral Cortex.
doi

Garrido, M. I., Kilner, J. M., Kiebel, S. J., & Friston, K. J. (2009). Dynamic causal modelling of the response to frequency deviants. Journal of Neurophysiology, 101, 2620-2631.
doiPostprint

Marreiros, A. C., Kiebel, S. J., Daunizeau, J., Harrison, L. M., & Friston, K. J. (2009). Population dynamics under the Laplace assumption. NeuroImage, 44(3), 701-714.
doi

Talmi, D., Dayan, P., Kiebel, S. J., Frith, C. D., & Dolan, R. J. (2009). How humans integrate the prospects of pain and reward during choice. Journal of Neuroscience, 29(46), 14617-14626.
doiPostprint

Friston, K. J., & Kiebel, S. J. (2009). Predictive coding under the free-energy principle. Philosophical Transactions of the Royal Society B-Biological Sciences, 364(1521), 1211-1221.
doiPostprint

 
 

2008

von Kriegstein, K., Dogan, O., Grüter, M., Giraud, A. L., Kell, C., Grüter, T., Kleinschmidt, A., & Kiebel, S. J. (2008). Simulation of talking faces in the human brain improves auditory speech recognition. Proceedings of the National Academy Sciences, 105(18), 6747-6752.
doiPostprint

Moran, R. J., Stephan, K. E., Kiebel, S. J., Rombach, N., O Connor, W. T., Murphy, K. J., Reilly, R. B., & Friston, K. J. (2008). Bayesian estimation of synaptic physiology from the spectral responses of neural masses. NeuroImage, 42(1), 272-284.

Kiebel, S. J., Daunizeau, J., & Friston, K. J. (2008). A hierarchy of time-scales and the brain. PLoS Computational Biology, 4(11), e1000209.
doiPostprint

Kiebel, S. J., Daunizeau, J., Phillips, C., & Friston, K. J. (2008). Variational Bayesian inversion of the equivalent current dipole model in EEG/MEG. NeuroImage, 39(2), 728-741.
doi

Kiebel, S. J., Garrido, M. I., Moran, R. J., & Friston, K. J. (2008). Dynamic Causal Modelling for EEG and MEG. Cognitive Neurodynamics, 2(2), 121-136.
doi

Marreiros, A. C., Kiebel, S. J., & Friston, K. J. (2008). Dynamic causal modelling for fMRI: A two-state model. NeuroImage, 39(1), 269-278.

Friston, K. J., Harrison, L. M., Daunizeau, J., Kiebel, S. J., Phillips, C., Trujillo-Barreto, N. J., Henson, R., Flandin, G., & Mattout, J. (2008). Multiple sparse priors for the M/EEG inverse problem. NeuroImage, 39(3), 1104-1120.

Garrido, M. I., Friston, K. J., Kiebel, S. J., Stephan, K. E., Baldeweg, T., & Kilner, J. M. (2008). The functional anatomy of the MMN: A DCM study of the roving paradigm. NeuroImage, 42(2), 936-944.
doiPostprint

Chen, C. C., Kiebel, S. J., & Friston, K. J. (2008). Dynamic causal modelling of induced responses. NeuroImage, 41(4), 1293-1312.

Marreiros, A. C., Daunizeau, J., Kiebel, S. J., & Friston, K. J. (2008). Population dynamics: Variance and the sigmoid activation function. NeuroImage, 42(1), 147-157.

2007

Moran, R. J., Kiebel, S. J., Stephan, K. E., Reilly, R. B., Daunizeau, J., & Friston, K. J. (2007). A neural mass model of spectral responses in electrophysiology. NeuroImage, 37(3), 706-720.

Chumbley, J., Friston, K. J., Fearn, T., & Kiebel, S. J. (2007). A Metropolis-Hastings algorithm for dynamic causal models. NeuroImage, 38(3), 478-487.

Kiebel, S. J., Klöppel, S., Weiskopf, N., & Friston, K. J. (2007). Dynamic causal modeling: a generative model of slice timing in fMRI. NeuroImage, 34(4), 1487-1496.

Koh, P. H., Glaser, D. E., Flandin, G., Kiebel, S. J., Butterworth, B., Maki, A., Delpy, D. T., & Elwell, C. E. (2007). Functional optical signal analysis: a software tool for near-infrared spectroscopy data processing incorporating statistical parametric mapping. J Biomed Opt, 12(6), 064010.

Garrido, M. I., Kilner, J. M., Kiebel, S. J., Stephan, K. E., & Friston, K. J. (2007). Dynamic causal modelling of evoked potentials: a reproducibility study. NeuroImage, 36(3), 571-580.
doiPostprint

Garrido, M. I., Kilner, J. M., Kiebel, S. J., & Friston, K. J. (2007). Evoked brain responses are generated by feedback loops. Proc Natl Acad Sci U S A, 104(52).
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Kiebel, S. J., Garrido, M. I., & Friston, K. J. (2007). Dynamic causal modelling of evoked responses: the role of intrinsic connections. NeuroImage, 36(2), 332-345.

Stephan, K. E., Harrison, L. M., Kiebel, S. J., David, O., Penny, W., & Friston, K. J. (2007). Dynamic causal models of neural system dynamics:current state and future extensions. J Biosci, 32(1), 129-144.
Postprint

2006

Mouridsen, K., Friston, K. J., Hjort, N., Gyldensted, L., Østergaard, L., & Kiebel, S. J. (2006). Bayesian estimation of cerebral perfusion using a physiological model of microvasculature. NeuroImage, 33(2), 570-579.

David, O., Kiebel, S. J., Harrison, L. M., Mattout, J., Kilner, J. M., & Friston, K. J. (2006). Dynamic causal modeling of evoked responses in EEG and MEG. NeuroImage, 30(4), 1255-1272.

Kiebel, S. J., David, O., & Friston, K. J. (2006). Dynamic causal modelling of evoked responses in EEG/MEG with lead field parameterization. NeuroImage, 30(4), 1273-1284.

2005

Kiebel, S. J., Tallon-Baudry, C., & Friston, K. J. (2005). Parametric analysis of oscillatory activity as measured with EEG/MEG. Hum Brain Mapp, 26(3), 170-177.

Noppeney, U., Josephs, O., Kiebel, S. J., Friston, K. J., & Price, C. J. (2005). Action selectivity in parietal and temporal cortex. Brain Res Cogn Brain Res, 25(3), 641-649.

Kilner, J. M., Kiebel, S. J., & Friston, K. J. (2005). Applications of random field theory to electrophysiology. Neurosci Lett, 374(3), 174-178.

Friston, K. J., Stephan, K. E., Lund, T., Morcom, A., & Kiebel, S. J. (2005). Mixed-effects and fMRI studies. NeuroImage, 24(1), 244-252.

2004

Liston, A. D., Salek-Haddadi, A., Kiebel, S. J., Hamandi, K., Turner, R., & Lemieux, L. (2004). The MR detection of neuronal depolarization during 3-Hz spike-and-wave complexes in generalized epilepsy. Magnetic Resonance Imaging, 22(10), 1441-1444.
doi

Singer, T., Kiebel, S. J., Winston, J. S., Dolan, R. J., & Frith, C. D. (2004). Brain responses to the acquired moral status of faces. Neuron, 41(4), 653–662.
doi

Kiebel, S. J., & Friston, K. J. (2004). Statistical parametric mapping for event-related potentials (II): a hierarchical temporal model. NeuroImage, 22(2), 503-520.

Kiebel, S. J., & Friston, K. J. (2004). Statistical parametric mapping for event-related potentials: I. Generic considerations. NeuroImage, 22(2), 492-502.

2003

Kiebel, S. J., Glaser, D. E., & Friston, K. J. (2003). A heuristic for the degrees of freedom of statistics based on multiple variance parameters. NeuroImage, 20(1), 591-600.

Penny, W., Kiebel, S. J., & Friston, K. (2003). Variational Bayesian inference for fMRI time series. NeuroImage, 19(3), 727-741.

2002

Kiebel, S. J., & Friston, K. J. (2002). Anatomically informed basis functions in multisubject studies. NeuroImage, 16(1), 36-46.

Penny, W., Kilner, J. M., Kiebel, S. J., & Rugg, M. D. (2002). Event-related brain dynamics. Trends Neurosci, 25(8), 387-389.

Friston, K. J., Penny, W., Phillips, C., Kiebel, S. J., Hinton, G., & Ashburner, J. (2002). Classical and Bayesian inference in neuroimaging: theory. NeuroImage, 16(2), 465-483.

Friston, K. J., Glaser, D. E., Henson, R., Kiebel, S. J., Phillips, C., & Ashburner, J. (2002). Classical and Bayesian inference in neuroimaging: applications. NeuroImage, 16(2), 484-512.

Hamzei, F., Dettmers, C., Rijntjes, M., Glauche, V., Kiebel, S. J., Weber, B., & Weiller, C. (2002). Visuomotor control within a distributed parieto-frontal network. Exp Brain Res, 146(3), 273-281.

2001

Hamzei, F., Liepert, J., Dettmers, C., Adler, T., Kiebel, S. J., Rijntjes, M., & Weiller, C. (2001). Structural and functional cortical abnormalities after upper limb amputation during childhood. NeuroReport, 12(5), 957-962.

2000

2000

Kiebel, S. J., Goebel, R., & Friston, K. J. (2000). Anatomically informed basis functions. NeuroImage, 11(6 Pt 1), 656-667.

1999

1999

Gaser, C., Volz, H. P., Kiebel, S. J., Riehemann, S., & Sauer, H. (1999). Detecting structural changes in whole brain based on nonlinear deformations-application to schizophrenia research. NeuroImage, 10(2), 107-13.

Kiebel, S. J., Poline, J. B., Friston, K. J., Holmes, A. P., & Worsley, K. J. (1999). Robust smoothness estimation in statistical parametric maps using standardized residuals from the general linear model. NeuroImage, 10(6), 756-66.

Rijntjes, M., Büchel, C., Kiebel, S. J., & Weiller, C. (1999). Multiple somatotopic representations in the human cerebellum. NeuroReport, 10(17), 3653-8.

Rijntjes, M., Dettmers, C., Kiebel, S. J., Frackowiak, R. S. J., & Weiller, C. (1999). A blueprint for movement: functional and anatomical representations in the human motor system. J Neurosci, 19(18), 8043-8.

Musso, C., Weiller, C., Kiebel, S. J., Müller, S., Bülau, P., & Weiller, C. (1999). Training-induced brain plasticity in aphasia. Brain, 122(Pt 9), 1781-90.

1998

Kiebel, S. J., Ashburner, J., Poline, J. B., & Friston, K. J. (1997). MRI and PET coregistration--a cross validation of statistical parametric mapping and automated image registration. NeuroImage, 5(4 Pt 1), 271-9.

Rijntjes, M., Tegenthoff, M., Liepert, J., Leonhardt, G., Kotterba, S., Müller, S., Kiebel, S. J., Malin, J. P., Diener, H. C., & Weiller, C. (1997). Cortical reorganization in patients with facial palsy. Ann Neurol, 41(5), 621-30.

1997

Weiller, C., Jüptner, M., Fellows, S., Rijntjes, M., Leonhardt, G., Kiebel, S. J., Müller, S., Diener, H. C., & Thilmann, A. F. (1996). Brain representation of active and passive movements. NeuroImage, 4(2), 105-10.

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Darío Cuevas Rivera
Letzte Änderung: 15.11.2017