Publications

Forstmann, B. U. & Turner, B. M. (Eds.) in press.  2nd Edition An Introduction to Model-Based Cognitive Neuroscience'.  New York: Springer.  

Turner, B. M., Forstmann, B. U. & Steyvers, M. 2018.  Simultaneous modeling of neural and behavioral data.  New York: Springer.  

Forstmann, B. U. & Wagenmakers, E.-J. (Eds.) 2015.  An Introduction to Model-Based Cognitive Neuroscience.  New York: Springer.  

Bazin, P.-L., Alkemade, A., Mulder, M. J., Henry, A. G., & Forstmann, B. U. (2020). Multi-contrast anatomical subcortical structure parcellation. eLife, 9:e59430. 

Isaacs, B. R., Mulder, M. J., Groot, J. M., van Berendonk, N., Lute, N., Bazin, P. L., Forstmann, B. U., & Alkemade, A. (2020). 3 versus 7 Tesla magnetic resonance imaging for parcellations of subcortical brain structures in clinical settings. PloS one, 15(11), e0236208.

Isaacs, B. R., Keuken, M. C., Alkemade, A., Temel, Y., Bazin, P. L., & Forstmann, B. U. (2020). Methodological considerations for neuroimaging in deep brain stimulation of the subthalamic nucleus in Parkinson’s disease patients. Journal of Clinical Medicine, 9(10), 3124.

Bazin, P.-L., Nijsse, H. E., van der Zwaag, W., Gallichan, D., Alkemade, A., Vos, F. M., Forstmann, B. U., & Caan, M. W. A. (2020). Sharpness in motion corrected imaging at 7T. NeuroImage, 222:117227.

Alkemade, A., Mulder, M., Groot, J., Isaacs, B., van Berendonk, N., Lute, N., Isherwood, S., Bazin, P.-L., & Forstmann, B. U. (2020). The Amsterdam Ultra-high field adult lifespan database (AHEAD): A freely available multimodal 7 Tesla submillimeter magnetic resonance imaging database. NeuroImage, 221, 117200.

Miletić, S., Bazin, P.-L., Weiskopf, N., van der Zwaag, W., Forstmann, B. U., & Trampel, R. (2020). fMRI protocol optimization for simultaneously studying small subcortical and cortical areas at 7T. NeuroImage, 219: 116992. 

Miletić, S., Boag, R. J., & Forstmann, B. U. (2020). Mutual benefits: Combining reinforcement learning with sequential sampling models. Neuropsychologia, 136, 107261.

Boillat, Y., Bazin, P. L., & van der Zwaag, W. (2020). Whole-body somatotopic maps in the cerebellum revealed with 7T fMRI. NeuroImage, 211, 116624.

Gau, R., Bazin, P. L., Trampel, R., Turner, R., & Noppeney, U. (2020). Resolving multisensory and attentional influences across cortical depth in sensory cortices. ELife, 9, e46856.

Archambeau, K., Forstmann, B., Van Maanen, L., & Gevers, W. (2020). Proactive interference in aging: A model-based study. Psychonomic bulletin & review, 27(1), 130-138.

Bazin, P. L., Alkemade, A., Van Der Zwaag, W., Caan, M., Mulder, M., & Forstmann, B. U. (2019). Denoising High-field Multi-dimensional MRI with Local Complex PCA. Frontiers in neuroscience, 13, 1066.

Alkemade, A., de Hollander, G., Miletic, S., Keuken, M. C., Balesar, R., de Boer, O., ... & Forstmann, B. U. (2019). The functional microscopic neuroanatomy of the human subthalamic nucleus. Brain Structure and Function, 224(9), 3213-3227.

Turner, B. M., Palestro, J. J., Miletić, S., & Forstmann, B. U. (2019). Advances in techniques for imposing reciprocity in brain-behavior relations. Neuroscience & Biobehavioral Reviews, 102, 327-336.

Isaacs, B. R., Trutti, A. C., Pelzer, E., Tittgemeyer, M., Temel, Y., Forstmann, B. U., & Keuken, M. C. (2019). Cortico-basal white matter alterations occurring in Parkinson’s disease. PloS one, 14(8).

Hawkins, G. E., Mittner, M., Forstmann, B. U., & Heathcote, A. (2019). Modeling distracted performance. Cognitive psychology, 112, 48-80.

Trutti, A. C., Mulder, M. J., Hommel, B., & Forstmann, B. U. (2019). Functional neuroanatomical review of the ventral tegmental area. Neuroimage, 191, 258-268.

Zsolt, T., Csifcsák, G., Boayue, N. M., Aslaksen, P., Antal1, A., Groot, J., Hawkins, G. E., Forstmann, B. U., Opitz, A., Thielscher, A., & Mittner, M. (2019). Blinding is compromised for transcranial direct current stimulation at 1 mA for 20 min in young healthy adults. European Journal of Neuroscience, 50(8), 3261-3268.

Mulder, M. J., Keuken, M. C., Bazin, P. L., Alkemade, A., & Forstmann, B. U. (2019). Size and shape matter: The impact of voxel geometry on the identification of small nuclei. PloS one, 14(4).

Csifcsák, G., Boayue, N. M., Aslaksen, P. M., Turi, Z., Antal, A., Groot, J., Hawkins, G. E., Forstmann, B. U., Opitz, A., Thielscher, A., & Mittner, M. (2019). Commentary: Transcranial stimulation of the frontal lobes increases propensity of mind-wandering without changing meta-awareness. Frontiers in psychology, 10, 130.

Salzer, Y., de Hollander, G., van Maanen, L., & Forstmann, B. U. (2019). A neural substrate of early response capture during conflict tasks in sensory areas. Neuropsychologia, 124, 226-235.

Chambers, C. D., Forstmann, B., & Pruszynski, J. A. (2019). Science in flux: Registered reports and beyond at the European Journal of Neuroscience. European Journal of Neuroscience, 49(1), 4-5.

Boayue, N. M., Csifcsak, G., Aslaksen, P., Turi, Z., Antal, A., Groot, J. M., Hawkins, G., Forstmann, B. U., Opitz, A., Thielscher, A., & Mittner, M. (2018). Increasing propensity of mind wandering by transcranial direct current stimulation: A registered report. European Journal of Neuroscience.

Alkemade, A., Groot, J. M., & Forstmann, B. U. (2018). Do we need a human post mortem whole-brain anatomical ground truth in in vivo Magnetic Resonance Imaging?. Frontiers in neuroanatomy, 12, 110.

Keuken, M. C., van Maanen, L., Boswijk, M., Forstmann, B. U.*, & Steyvers, M.* (2018). Large scale structure-function mappings of the human subcortex. Scientific Reports, 8(1):15854.

Isaacs, B. R., Forstmann, B. U., Temel, Y., & Keuken, M. C. (2018). The connectivity fingerprint of the human frontal cortex, subthalamic nucleus and striatum. Frontiers in Neuroanatomy, 19;12:60.

Sebastian, A.., Forstmann, B. U., & Matzke, D. (2018). Towards a model-based cognitive neuroscience of stopping - a neuroimaging perspective. Neuroscience & Biobehavioral Reviews, 90, 130-136.

Keuken, M. C., Isaacs, B. R., Trampel, R., van der Zwaag, W., & Forstmann, B. U. (2018). Visualizing the human subcortex using ultra-high field magnetic resonance imaging. Brain Topography, 31, 513-545.

Turner, B. M., Miletic, S., & Forstmann, B. U. (2018). Outlook on Deep Neural Networks in Computational Cognitive Neuroscience. NeuroImage, 15, 117-118.

Forstmann, B. U., de Hollander, G., van Maanen, L., Alkemade, A., & Keuken, M. C. (2017). Towards a mechanistic understanding of the human subcortex. Nature Reviews Neuroscience, 18, 57-65.

Forstmann, B. U., Isaacs, B. R., & Temel, Y. (2017). Ultra-High Field MRI Guided Deep Brain Stimulation. Trends in Biotechnology, 35, 904-907.

Tona, K.-D., Keuken, M. C., de Rover, M., Lakke, E., Forstmann, B. U., Nieuwenhuis, S., & van Osch, M. J. P. (2017). In vivo visualization of the locus coeruleus in humans: Quantifying the test-retest reliability. Brain Structure and Function, 1-15.

Alkemade, A., de Hollander, G., Keuken, M. C., Schaefer, A., Ott, D., Schwarz, J., Weise, D., Kotz, S. A., & Forstmann, B. U. (2017). Comparison of T2* and QSM contrasts in Parkinson’s disease to visualize the STN with MRI. PLoS ONE, 12(4):e0176130.

Boekel, W., Forstmann, B. U., & Keuken, M. C. (2017). A test-retest reliability analysis of diffusion measures of white matter tracts relevant for cognitive control. Psychophysiology, 54, 24-33.

Forstmann, B. U., & Alkemade, J. (2017). The Neuroanatomy and Neurochemistry of Response Inhibition. In T. Egner (Ed.). The Wiley Handbook of Cognitive Control. John Wiley & Sons, 274-291.

Turner, B. M., Forstmann, B. U., Love, B. C., Palmeri, T. J., & van Maanen, L. (2017). Approaches of Analysis in Model-based Cognitive Neuroscience. Journal of Mathematical Psychology, 76, 65-79.

de Hollander, G., Keuken, M. C., van der Zwaag, W., Forstmann, B. U., & Trampel, R. (2017). Comparing Functional MRI Protocols for Small, Iron-Rich Basal Ganglia Nuclei Such as the Subthalamic Nucleus at 7 T and 3 T. Human Brain Mapping, 38, 3226-3248.

Keuken, M. C., Ly, A., Boekel, W., Wagenmakers, E. J., Belay, L., Verhagen, J., ... & Forstmann, B. U. (2017). Corrigendum to" A purely confirmatory replication study of structural brain-behavior correlations"[Cortex 66 (2015) 115-133]. Cortex; a journal devoted to the study of the nervous system and behavior, 93, 229-233.

Salzer, Y., de Hollander, G., & Forstmann, B. U. (2017). Sensory neural pathways revisited to unravel the temporal dynamics of the Simon effect: A model-based cognitive neuroscience approach. Neuroscience & Biobehavioral Reviews, 77, 48-57.

Keuken, M. C., Bazin, P.-L., Beekhuizen, S., Himmer, L., Kandola, A., Lafeber, J. J., Prochazkova, L., Trutti, A., Schaefer, A., Turner, R., & Forstmann, B. U. (2017). Effects of aging on T1, T2*, and QSM MRI values in the subcortex. Brain Structure & Function, 222, 2487-2505.

Miletic, S., Turner, B. M., Forstmann, B. U., & van Maanen, L. (2017). Parameter recovery for the leaky competing accumulator model. Journal of Mathematical Psychology, 76, 25-50.

Hawkins, G. E., Mittner, M., Forstmann, B. U., & Heathcote, A. (2017). On the efficiency of neurally-informed cognitive models to identify latent cognitive states. Journal of Mathematical Psychology, 76, 142-155.

Chambers, C. D., Forstmann, B. U., & Pruszynski, J. (2016). Registered Reports at the European Journal of Neuroscience: Consolidating and extending peer-reviewed study pre-registration. European Journal of Neuroscience, doi: 10.1111/ejn.13519.

Ly, A., Boehm, U., Heathcote, A., Turner, B. M., Forstmann, B. U., Marsman, M., & Matzke, D. (2016). A flexible and efficient hierarchical Bayesian approach to the exploration of individual differences in cognitive-model-based neuroscience. Computational Models of Brain and Behavior. John Wiley and Sons.

Winkel, J., Hawkins, G. E., Ivry, R. B., Brown, S. D., Cools, R., & Forstmann, B. U. (2016). Focal striatum lesions impair cautiousness in humans. Cortex, 85, 37-45.

Forstmann, B. U., Keuken, M. C., & Alkemade, A. (2016). The Next Step for Imaging the Subthalamic Nucleus. Brain.

Aron, A., Herz, D., Brown, P., Forstmann, B. U., & Zaghloul, K. (2016). Fronto-Subthalamic Circuits for Control of Action and Cognition. The Journal of Neuroscience, 36, 11489-11495.

Keuken, M. C., Schaefer, A., & Forstmann, B. U. (2016). Can We Rely on Susceptibility-Weighted Imaging (SWI) for Subthalamic Nucleus Identification in Deep Brain Stimulation Surgery? Neurosurgery, 79, e945-e946.

van Maanen, L., Fontanesi, L., Hawkins, G. E., & Forstmann, B. U. (2016). Striatal activation reflects urgency in perceptual decision-making. NeuroImage, 139, 294-303.

Visser, E., Keuken, M. C., Forstmann, B. U., & Jenkinson, M. (2016). Automated segmentation of the substantia nigra, subthalamic nucleus and red nucleus in 7T data at young and old age. NeuroImage, 139, 324-336.

Mittner, M., Hawkins, G. E., Boekel, W., & Forstmann, B. U. (2016). A neural model of mind wandering. Trends in Cognitive Sciences, 20, 570-578.

de Hollander, G., Labruna, L., Sellaro, R., Trutti, A., Colzato, L., Ratcliff, R., Ivry, R., & Forstmann, B. U. (2016). Transcranial direct current stimulation does not influence the speed-accuracy tradeoff in perceptual decision-making: Evidence from three independent replication studies. Journal of Cognitive Neuroscience, 7, 1-12.

de Hollander, G., Forstmann, B. U., & Brown, S. D. (2016). Different ways of linking behavioral and neural data via computational cognitive models. Biological Psychiatry: Cognitive Neuroscience and Neuroimaging, 1, 101-109.

de Hollander, G. (2016). Combining computational models of cognition and neural data to learn about mixed task strategies. The Journal of Neuroscience, 36(1), 1-3.

Forstmann, B. U., Ratcliff, R., & Wagenmakers, E.-J. (2016). Sequential Sampling Models in Cognitive Neuroscience: Advantages, Applications, and Extensions. Annual Review of Psychology, 67, 641-666.

Boekel, W., Forstmann, B. U., & Wagenmakers, E.-J. (2016). Challenges in replicating brain-behavior correlations: Rejoinder to Kanai (2015) and Muhlert and Ridgway (2015). Cortex, 74, 348-352.

Karayanidis, F., Keuken, M. C., Wong, A. S., Rennie, J., L., de Hollander, G., Cooper, P. S., Fulham, W. R., Lenroot, R. Parsons, M. W., Philips, N., Mitchie, P. T., Forstmann, B. U. (2016). The Age-ility Project (Phase 1): Structural and functional imaging and electrophysiological data repository. NeuroImage, 124(B), 1137-1142.

Forstmann, B. U., Keuken, M. C. & Alkemade, A. (2015). An introduction to human brain anatomy. In B. U. Forstmann, & E.-J. Wagenmakers (Eds). An introduction to Model-Based Cognitive Neuroscience. Springer: New York.

Visser, E., Keuken, M. C., Douaud, G., Gaura, V., Bachoud-Levi, A.-C., Remy, P., Forstmann, B. U., & Jenkinson, M. (2015). Automatic segmentation of the striatum and globus pallidus using MIST: multimodal image segmentation tool. NeuroImage, 125, 479-497.

Boonstra, E., De Kleijn, R., Colzato, L.S., Alkemade, A., Forstmann, B.U., & Nieuwenhuis. S. (2015). Neurotransmitters as food supplements: the effects of GABA on brain and behavior. Frontiers in Psychology, 6, 1520.

Hawkins, G.E., Mittner, M., Boekel, W., Heathcote, A., Forstmann, B.U. (2015). Toward a model-based cognitive neuroscience of mind wandering. Neuroscience, 310, 290-305.

Keuken, M. C., van Maanen, L., Bogacz, R., Schaefer, A., Neumann, J., Turner, R., & Forstmann, B. U. (2015). The subthalamic nucleus during decision-making with multiple alternatives. Human Brain Mapping, 36, 10, 4041–4052.

Keuken, M. C., & Forstmann, B. U. (2015). A probabilistic atlas of the basal ganglia using 7T MRI. Data in Brief, 4, 577-582.

Weiss, M., Alkemade, A., Keuken, M. C., Mueller-Axt, C., Geyer, S., Turner, R., & Forstmann, B. U. (2015). Spatial normalization of ultra-high resolution 7 Tesla Magnetic Resonance Imaging data of the postmortem human subthalamic nucleus- a multi-stage approach. Brain Structure and Function, 220, 1695-1703.

Alkemade, A., Schnitzler, A., & Forstmann, B. U. (2015). Topographic organization of the human and non-human primate subthalamic nucleus. Brain Structure and Function, 220, 3075–3086.

de Hollander, G., Keuken, M. C., & Forstmann, B. U. (2015). The subcortical cocktail problem: mixed signals from the subthalamic nucleus and substantia nigra. PLoS ONE, 1, 18.

van Maanen, L., Forstmann, B. U., Keuken, M. C., Wagenmakers, E.-J., & Heathcote, A. (2015). The impact of MRI scanner environment on perceptual decision making. Behavior Research Methods, 1-17.

Turner, B. M., van Maanen, L., & Forstmann, B. U. (2015). Combining Cognitive Abstractions with Neurophysiology: The Neural Drift Diffusion Model. Psychological Review, 122, 312-336.

Hawkins, G. E., (2015). Friend or foe? Perceptual categorization across species. The Journal of Neuroscience, 35, 871-872.

Hawkins, G. E., Forstmann, B. U., Wagenmakers, E.-J., Ratcliff, R., & Brown, S. D. (2015). Revisiting the Evidence of Collapsing Boundaries and Urgency Signals in Perceptual Decision-Making. The Journal of Neuroscience, 35, 2476-2484.

Boekel, W., Wagenmakers, E.-J., Belay, L., Verhagen, A. J., Brown, S. D., & Forstmann, B. U. (2015). A purely confirmatory replication study of structural brain-behavior correlations. Cortex, 66, 115-133.

van Maanen, L., Turner, B. M., & Forstmann, B. U. (2015). From model-based decision-making to perceptual interference control. Current Opinion in Behavioral Sciences, 1, 72-77.

Forstmann, B. U., Keuken, M. C., Schaefer, A., Bazin, P.-L., Alkemade, A., & Turner, R. (2014). Multi-modal ultra-high resolution structural 7-Tesla MRI data repository. Scientific Data, 1, 140050.

de Hollander, G., Wagenmakers, E.-J., Waldorp, L., & Forstmann, B. U. (2014). An antidote to the imager's fallacy, or how to identify brain areas that are in limbo. PLoS ONE, 9, e115700.

Mittner, M., Boekel, W., Tucker, A., Turner, B. M., Heathcote, A., & Forstmann, B. U. (2014). When the brain takes a break: A model-based analysis of mind wandering. The Journal of Neuroscience, 34, 16286-16295. 

Mulder, M. (2014). The temporal dynamics of evidence accumulation in the brain. The Journal of Neuroscience, 34, 13870-13871.  

Mulder, M., van Maanen, L., & Forstmann, B. U. (2014). Perceptual decision neurosciences - A model-based review. Neuroscience, 277, 872-884.

van Ravenzwaaij, D., Boekel, W., Forstmann, B. U., Ratcliff, R., & Wagenmakers, E.-J. (2014). Action Video Games Do No Improve the Speed of Information Processing in Simple Perceptual Tasks. Journal of Experimental Psychology: General, 143, 1794-805.

Keuken, M. C., Mueller-Axt, C., Langner, R., Eickhoff, S. B., Forstmann, B. U., & Neumann, J. (2014). Brain networks of perceptual decision-making: An fMRI ALE meta-analysis. Frontiers in Human Neuroscience, 8, 445.

 Alkemade, A., & Forstmann, B. U.  (2014). Do we need to revise the tripartite subdivision hypothesis of the human subthalamic nucleus (STN)? NeuroImage, 95, 326-329.   

Lambert, C., Zrinzo, L., Nagy, Z., Lutti, A., Hariz, M., Foltynie, T., Draganski, B., Ashburner, J., & Frackowiak, R. (2015). Do we need to revise the tripartite subdivision hypothesis of the subthalamic nucleus (STN)? Response to Alkemade and Forstmann. NeuroImage, 110, 1-2.

Boehm, U., van Maanen, L., Forstmann, B. U., &  van Rijn, H. (2014). Trial-by-trial fluctuations in CNV amplitude reflect anticipatory adjustments of response caution. NeuroImage, 96, 95-105. 

Keuken, M. C., Bazin, P.-L., Crown, L., Hootsmanns, J., Laufer, A., Mueller-Axt, C., Sier, R., van der Putten, E. J., Schaefer, A., Turner, R., & Forstmann, B. U. (2014). Quantifying Inter-Individual Anatomical Variability in the Subcortex using 7T Structural MRI. NeuroImage, 94, 40-46. 

de Hollander, G., Keuken, M. C., Bazin, P.-L., Weiss, M., Neumann, J., Reimann, K., Waehnert, K., Turner, R., Forstmann, B. U., & Schaefer, A. (2014). A gradual increase of iron towards the medial-inferior tip of the Subthalamic Nucleus. Human Brain Mapping, 35, 4440-4449.

Winkel, J., Keuken, M. C., van Maanen, L., Wagenmakers, E.-J., & Forstmann, B. U. (2014). Early evidence affects later decisions: Why evidence accumulation is required to explain reaction time data. Psychonomic Bulletin & Review, 21, 777-784.

Mulder, M J., Boekel, W., Ratcliff, R., & Forstmann, B. U. (2014). Cortico-subthalamic connection predicts sensitivity to reward in perceptual decision-making. Brain Structure and Function, 219, 1239-1249.

Wagenmakers, E.-J., & Forstmann, B. U. (2014). Rewarding high-power replication research. Cortex, 51, 105-106.

Alkemade, A., Keuken, M. C., & Forstmann, B. U. (2013). A perspective on terra incognita: uncovering the neuroanatomy of the human subcortex. Frontiers in Neuroanatomy, 7, 40.

Mittner, M. B. (2013). Functional integration of large-scale brain networks. The Journal of Neuroscience, 33, 18710-19711.

Alkemade, A. (2013). Subdivisions and anatomical boundaries of the subthalamic nucleus. The Journal of Neuroscience, 33, 9233-9234.

Keuken, M. C., Bazin, P.-L., Schaefer, A., Neumann, J., Turner, R., & Forstmann, B. U. (2013). Ultra-high 7T MRI of structural age-related changes of the Subthalamic Nucleus. The Journal of Neuroscience, 33, 4896-4900.

Mulder, M J., Keuken, M. C., van Maanen, L., Boekel, W., Forstmann, B. U., & Wagenmakers, E.-J., (2013). The speed and accuracy of a perceptual decision in a random-tones pitch task. Attention, Perception & Psychophysics, 75, 1048-1058.

Turner, B. M., Forstmann, B. U., Wagenmakers, E.-J., Brown, S., Sederberg, S. B., & Steyvers, M. (2013). A bayesian framework of simultaneously modeling neural and behavioral data. NeuroImage, 72, 193-206.

Dutilh, G., Forstmann, B. U., Vanderkerckhove, J., & Wagenmakers, E.-J. (2013). A diffusion model account of age differences in post-error slowing.Psychology and Aging, 28, 64-76.

Winkel, J., van Maanen, L., Ratcliff, R., van der Schaaf, M. E., van Schouwenburg, M. R., Cools, R. & Forstmann, B. U. (2012). Bromocriptine does not alter the speed-accuracy tradeoff. Frontiers in Decision Neuroscience, 6, 126.

Jahfari, S., Verbruggen, F., Frank, M. J., Waldorp, L, Colzato, L, Ridderinkhof, K. R., & Forstmann, B. U. (2012). How preparation changes the need for top-down control of the basal ganglia when inhibiting premature responses. The Journal of Neuroscience, 32, 10870-10878. 

Ho, T., Brown, S., van Maanen, L., Forstmann, B. U., Wagenmakers, E.-J., & Serences, J. T. (2012). The optimality of sensory processing during the speed-accuracy tradeoff. The Journal of Neuroscience, 32, 7992-8003.

Keuken, M. C., Uylings, H. B. M., Geyer, S., Schäfer, A., Turner, R., & Forstmann, B. U. (2012). Are there three subdivisions in the primate subthalamic nucleus? Frontiers in Neuroanatomy, 6, 14.

Mulder, M. J., Wagenmakers, E.-J., Ratcliff, R., Boekel, W., & Forstmann, B. U. (2012). Bias in the brain: A diffusion model analysis of prior probability and potential payoff. The Journal of Neuroscience, 32, 2335-2343.

van Maanen, L., Grassman, R. P. P. P., Forstmann, B. U., Keuken, M. C., Brown, S. & Wagenmakers, E.-J. (2012). Similarity and number of alternatives in the random dot motion paradigm. Attention, Perception & Psychophysics, 74, 739-753. 

Forstmann, B. U., Keuken, M. C., Jahfari, S., Bazin, P.-L., Neumann, J., Schaefer, A., Anwander, A., & Turner, R. (2012). Cortico-subthalamic white matter tract strength predict interindividual efficacy in stopping a motor response. NeuroImage, 60, 370-375.*

van Maanen, L., Grassman, R. P. P. P., Forstmann, B. U., & Wagenmakers, E.-J. (2012). Pieron's law and optimal behaviour in perceptual decision making. Frontiers in Decision Neuroscience, 5, 143.

Winkel, J., Wijnen, J. Danielmeier, C., Groen, I., Derrfuss, J., Ridderinkhof, K. R., & Forstmann, B. U. (2012). Observed and self-experienced conflict induce similar behavioral and neural adaptation. Social Neuroscience, 7, 385-397.

Dutilh, G., Vandekerckhove, J., Forstmann, B. U., Keuleers, E., Brysbaert, M., & Wagenmakers, E.-J., (2012). Testing theories of post-error slowing. Attention, Perception & Psychophysics, 72, 454-465.

Schafer, A., Forstmann, B. U., Neumann, J., Wharton, S., Mietke, A., Bowtell, R., & Turner, R. (2012). Direct Visualization of the Subthalamic Nucleus and its Iron Distribution using High-Resolution Susceptibility Mapping. Human Brain Mapping, 33, 2831-2842.

Dutilh, G., van Ravenzwaaij, D., Nieuwenhuis, S., van der Maas, H. L. J., Forstmann, B. U., & Wagenmakers, E.-J. (2012). How to measure post-error slowing - A confound and a simple solution. The Journal of Mathematical Psychology, 56, 208-2016.

Forstmann, B. U., Tittgemeyer, M., Wagenmakers, E.-J., Derrfuss, J., Imperati, D., & Brown. S. (2011). The speed-accuracy tradeoff in the elderly brain: A structural model-based approach. The Journal of Neuroscience, 31, 177242-177249. 

van Maanen, L., Brown, S., Eichele, T., Wagenmakers, E.-J., Ho, T., Serences, J., & Forstmann, B. U. (2011). Neural correlates of trial-to-trial fluctuations in response caution. The Journal of Neuroscience, 31, 17488-17495. 

Krypotos, A.-M., Jahfari, S., van Ast., V., Kindt, M., & Forstmann, B. U. (2011). Individual differences in heart rate variability predict the degree of slowing during response inhibition and initiation in the presence of emotional stimuli. Frontiers in Cognition, 2, 278.  

Mansfield, E. L., Karayanidis, F., Jamadar, S., Heathcote, A., & Forstmann, B. U. (2011). Adjustments of response threshold during task switching: A model-based  fMRI study. The Journal of Neuroscience, 12, 14688-14692. 

Nieuwenhuis, S., Forstmann, B. U., & Wagenmakers, E.-J. (2011). Erroneous analyses of interactions in neuroscience: A problem of significance. Nature  Neuroscience 14, 1105-1107. 

Forstmann, B. U., Wagenmakers, E.-J., Eichele, T., Brown, S., & Serences, J. (2011). Reciprocal Relations Between Cognitive Neuroscience and Cognitive Models: Opposites Attract?  Trends in Cognitive Sciences, 6, 272-279. 

Jahfari, S., Waldorp, L., van den Wildenberg, W. P. M., Scholte, H. S., Ridderinkhof, K. R., & Forstmann, B. U. (2011). Effective connectivity reveals important roles for both the hyperdirect (fronto-subthalamic) and the indirect (fronto-striatal-pallidal) fronto-basal ganglia pathways during response inhibition . The Journal of Neuroscience, 31, 6891-6899.

Waldorp, L., Christoffels, I., & van de Ven, V. (2011). Effective connectivity of fMRI data using ancestral graph theory: Dealing with missing regions. NeuroImage, 54, 2695–2705.

Harsay, H., Cohen, M. X.,  Oosterhof, N., Forstmann, B. U., Mars, R., & Ridderinkhof, K. R. (2011). Functional connectivity of the striatum links motivation to action control in humans. The Journal of Neuroscience, 31, 10701-10711. 

Danielmeier, C., Eichele, T., Forstmann, B. U., Tittgemeyer, M., & Ullsperger, M. (2011). Posterior medial frontal cortex activity predicts post-error adaptations in task-related visual and motor areas. The Journal of Neuroscience, 31, 1780-1789.

Van den Wildenberg, W. P. M., Wylie, S. A., Forstmann, B. U., Burle, B., Hasbroucq, T., & Ridderinkhof, K. R. (2010). To head or to heed? Beyond the surface of selective action inhibition: A review. Frontiers in Human Neuroscience, 4, 222.

Ridderinkhof, K. R., Cohen, M. X., & Forstmann, B. U. (2010). Motivational modulation of action control: How individual variability may shed light on the motivation-control interface and its neurocognitive mechanisms. In: Mars RB, Sallet J, Rushworth MFS, Yeung N (Eds.) Neural basis of motivational and cognitive control. Cambridge: MIT Press. 

Forstmann, B. U., Anwander, A., Schäfer, A., Neumann, J., Brown, S., Wagenmakers, E.-J.,Bogacz, R., Turner, R. (2010). Cortico-striatal connections predict control over speed and accuracy in perceptual decision making. Proceedings of the National Academy of Sciences, 107, 15916-15920. Featured under "Editors' Choice" in Science (2010), vol. 329, p. 1443. Highlighted in Kanai & Reese (2011), Nature Reviews Neuroscience.

Forstmann, B. U., Brown, S., Dutilh, G., Neumann, J., & Wagenmakers, E.-J. (2010). The neural substrate of prior information in perceptual decision making: A model-based analysis. Frontiers in Human Neuroscience, 4, 40.

Karayanidis, F., Jamadar, S., Ruge, H., Phillips, N., Heathcote, A., & Forstmann, B. U. (2010). Advance preparation in task-switching: Converging evidence from behavioral, brain activation and model-based approaches. Frontiers in Cognition, 1, 25. 

Ridderinkhof, K. R., Forstmann, B. U., Wylie, S., Burle, B., & van den Wildenberg, W. P. M. (2010). Neurocognitive mechansims of action control: Resisting the call of Sirens. Wylie Interdisciplinary Reviews (WIREs) Cognitive Science, 2, 174-192. 

Bogacz, R., Wagenmakers, E.-J., Forstmann, B. U., & Nieuwenhuis, S. (2010). The neural basis of the speed-accuracy tradeoff. Trends in Neurosciences, 33, 10-16.

Winkel, J., Wijnen, J. G., Ridderinkhof, K. R., Groen, I., Derrfuss, J., Danielmeier, C., & Forstmann, B. U. (2009). Your conflict matters to me! Behavioral and neural manifestations of control adjustments after self-experienced and observed decision-conflict. Frontiers in Human Neuroscience, 3, 57.

Forstmann, B. U., Dutilh, G., Brown, S., Neumann, J.,  von Cramon, D.Y., Ridderinkhof, K. R., & Wagenmakers, E.-J. (2008). Striatum and pre-SMA facilitate decision-making under time pressure. Proceedings of the National Academy of Sciences, 105, 17538-17542.

Forstmann, B. U., Jahfari, S., Scholte, H. S., Wolfensteller, U., van den Wildenberg, W. P. M., & Ridderinkhof, K. R. (2008). Function and structure of the right inferior frontal cortex predict individual differences in response inhibition: A model-based approach. The Journal of Neuroscience, 28, 9790-9796.

Forstmann, B. U., van den Wildenberg, W. P. M., & Ridderinkhof, K. R. (2008). Neural mechanisms, temporal dynamics, and individual differences in interference control in the Simon task. Journal of Cognitive Neuroscience, 20, 1854-1865. 

Forstmann, B. U., Wolfensteller,U., Derrfuss, J., Neumann, J., Brass, M., Ridderinkhof, K. R., & von Cramon, D. Y. (2008). When the choice is ours: Context and agency modulate the neural bases of decision-making. PLoS ONE, 3, e1899.

Forstmann, B. U., Ridderinkhof, K. R., Kaiser, J., & Bledowski, C. (2007). At your own peril: An ERP study of voluntary task-set selection processes in medial frontal cortex. Cognitive, Affective, & Behavioural Neuroscience, 7, 286-296.

Forstmann, B. U., Brass, M., & Koch, I. (2007). Methodological and empirical issues when dissociating cue-related from task-related processes in the explicit task-cuing procedure. Psychological Research, 72, 393-400.

Forstmann, B. U., Brass, M., Koch, I., & von Cramon, D. Y. (2006). Voluntary selection of task sets revealed by functional magnetic resonance imaging. Journal of Cognitive Neuroscience, 18, 388-398.

Neumann, J., von Cramon, D. Y., Forstmann, B. U., Zysset, S., & Lohmann, G. (2006). The parcellation of cortical areas using replicator dynamics in fMRI. NeuroImage, 32, 208-219.

Preul, C., Hund-Georgiadis, M., Forstmann, B. U., & Lohmann, G. (2006). Characterization of cortical thickness and ventricular width in normal ageing: A morphometric study at 3 Tesla. Journal of Magnetic Resonance Imaging, 24, 513-519.

Forstmann, B. U., Brass, M., Koch, I., & von Cramon, D. Y. (2005). Internally generated and directly cued task sets: An investigation with fMRI. Neuropsychologia, 43, 943-952.

Brass, M., Derrfuss, J., Forstmann, B., & von Cramon, D. Y. (2005). The role of the inferior frontal junction area in cognitive control. Trends in Cognitive Sciences, 9, 314-315.