Below you will find more than 280 peer-reviewed publications that were co-authored by Rainer Goebel (h-index = 98; citations > 31.000, Google Scholar).

Peer-Reviewed International Journals


Peters JC, Reithler J, Graaf TA, Schuhmann T, Goebel R, Sack AT (2020).Concurrent human TMS-EEG-fMRI enables monitoring of oscillatory brain state-dependent gating of cortico-subcortical network activity.Communications Biology, 3, 1-11.

Hohenfeld C, Kuhn H, Müller C, Nellessen N, Ketteler S, Heinecke A, Goebel R, Shah NJ, Schulz JB, Reske M, Reetz K. (2020). Changes in brain activation related to visuo-spatial memory after real-time fMRI neurofeedback training in healthy elderly and Alzheimer's disease. Behav Brain Res. 381, 112435

Beugels J, van den Hurk J, Peters JC, Heuts EM, Tuinder SMH, Goebel R, van der Hulst RRWJ (2020). Somatotopic mapping of the human breast using 7 T functional MRI. Neuroimage, 204, 116201.


Kaas A, Goebel R, Valente G, Sorger B.(2019). Topographic Somatosensory Imagery for Real-Time fMRI Brain-Computer Interfacing.Front Hum Neurosci, 13, 427.

Svanera M, Savardi M, Benini S, Signoroni A, Raz G, Hendler T, Muckli L, Goebel R, Valente G (2019). Transfer learning of deep neural network representations for fMRI decoding. J Neurosci Methods, 328, 108319.

van Zutphen L, Siep N, Jacob GA, Domes G, Sprenger A, Willenborg B, Goebel R, Tüscher O, Arntz A (2019). Impulse control under emotion processing: an fMRI investigation in borderline personality disorder compared to non-patients and cluster-C personality disorder patients. Brain Imaging Behav, , Epub ahead of print.

Krause F, Benjamins C, Eck J, Lührs M, van Hoof R, Goebel R (2019). Active head motion reduction in magnetic resonance imaging using tactile feedback. Hum Brain Mapp, 40, 4026-4037.

Lührs M, Riemenschneider B, Eck J, Andonegui AB, Poser BA, Heinecke A, Krause F, Esposito F, Sorger B, Hennig J, Goebel R (2019). The potential of MR-Encephalography for BCI/Neurofeedback applications with high temporal resolution. Neuroimage, 194, 228-243.

Schneider M, Kemper VG, Emmerling TC, De Martino F, Goebel R (2019). Columnar clusters in the human motion complex reflect consciously perceived motion axis. Proc Natl Acad Sci USA, 116, 5096-5101.

Skottnik L, Sorger B, Kamp T, Linden D, Goebel R (2019). Success and failure of controlling the real-time functional magnetic resonance imaging neurofeedback signal are reflected in the striatum. Brain Behav, 9, e01240.

Sousa T, Duarte JV, Costa GN, Kemper VG, Martins R, Goebel R, Castelo-Branco M (2019). Tracking perceptual decision mechanisms through changes in interhemispheric functional connectivity in human visual cortex. Sci Rep, 9, 1242.

Zhao Z, Yao S, Li K, Sindermann C, Zhou F, Zhao W, Li J, Lührs M, Goebel R, Kendrick KM, Becker B (2019). Real-Time Functional Connectivity-Informed Neurofeedback of Amygdala-Frontal Pathways Reduces Anxiety. Psychother Psychosom, 88, 5-15.

Senden M, Emmerling TC, van Hoof R, Frost MA, Goebel R (2019). Reconstructing imagined letters from early visual cortex reveals tight topographic correspondence between visual mental imagery and perception. Brain Struct Funct, 224, 1167-1183.

Erb J, Armendariz M, De Martino F, Goebel R, Vanduffel W, Formisano E (2019). Homology and Specificity of Natural Sound-Encoding in Human and Monkey Auditory Cortex. Cereb Cortex, 29, 3636–3650.

Valente G, Kaas AL, Formisano E, Goebel R (2019). Optimizing fMRI experimental design for MVPA-based BCI control: Combining the strengths of block and event-related designs. Neuroimage, 186, 369-381.

Zoellner S, Benner J, Zeidler B, Seither-Preisler A, Christiner M, Seitz A, Goebel R, Heinecke A, Wengenroth M, Blatow M, Schneider P (2019). Reduced cortical thickness in Heschl's gyrus as an in vivo marker for human primary auditory cortex. Hum Brain Mapp, 40, 1139-1154.

Sarkheil P, Klasen M, Schneider F, Goebel R, Mathiak K (2019). Amygdala response and functional connectivity during cognitive emotion regulation of aversive image sequences. Eur Arch Psychiatry Clin Neurosci, 269, 803-811.

Arcaro MJ, Thaler L, Quinlan DJ, Monaco S, Khan S, Valyear KF, Goebel R, Dutton GN, Goodale MA, Kastner S, Culham JC (2019). Psychophysical and neuroimaging responses to moving stimuli in a patient with the Riddoch phenomenon due to bilateral visual cortex lesions. Neuropsychologia, 128, 150-165.

Self MW, van Kerkoerle T, Goebel R, Roelfsema PR (2019). Benchmarking laminar fMRI: Neuronal spiking and synaptic activity during top-down and bottom-up processing in the different layers of cortex. Neuroimage, 197, 806-817.


Kamp T, Sorger B, Benjamins C, Hausfeld L, Goebel R (2018). The prestimulus default mode network state predicts cognitive task performance levels on a mental rotation task. Brain Behav, 8, e01186.

Peters JC, Goebel R, Goffaux V (2018). From coarse to fine: Interactive feature processing precedes local feature analysis in human face perception. Biol Psychol, 138, 1-10.

Mehler DMA, Sokunbi MO, Habes I, Barawi K, Subramanian L, Range M, Evans J, Hood K, Lührs M, Keedwell P, Goebel R, Linden DEJ (2018). Targeting the affective brain-a randomized controlled trial of real-time fMRI neurofeedback in patients with depression. Neuropsychopharmacology, 43, 2578-2585.

Kamp T, Sorger B, Benjamins C, Hausfeld L, Goebel R (2018). The prestimulus default mode network state predicts cognitive task performance levels on a mental rotation task. Brain Behav, 8, e01034. Erratum in: Brain Behav. 2018 Dec;8(12):e01186

Otto T, Zijlstra FRH, Goebel R (2018). Feeling the force: Changes in a left-lateralized network of brain areas under simulated workday conditions are reflected in subjective mental effort investment. PLoS One, 13, e0198204.

Zhan M, Goebel R, de Gelder B (2018). Ventral and Dorsal Pathways Relate Differently to Visual Awareness of Body Postures under Continuous Flash Suppression. eNeuro, 5, e0285-17.2017 1–18.

van Zutphen L, Siep N, Jacob GA, Domes G, Sprenger A, Willenborg B, Goebel R, Arntz A (2018). Always on guard: emotion regulation in women with borderline personality disorder compared to nonpatient controls and patients with cluster-C personality disorder. J Psychiatry Neurosci, 43, 37-47.

Senden M, Reuter N, van den Heuvel MP, Goebel R, Deco G, Gilson M (2018). Task-related effective connectivity reveals that the cortical rich club gates cortex-wide communication. Hum Brain Mapp, 39, 1246-1262.

Kemper VG, De Martino F, Emmerling TC, Yacoub E, Goebel R (2018). High resolution data analysis strategies for mesoscale human functional MRI at 7 and 9.4T. Neuroimage, 164, 48-58.

De Martino F, Yacoub E, Kemper V, Moerel M, Uludağ K, De Weerd P, Ugurbil K, Goebel R, Formisano E (2018). The impact of ultra-high field MRI on cognitive and computational neuroimaging. Neuroimage, 168, 366-382.

Sengupta S, Fritz FJ, Harms RL, Hildebrand S, Tse DHY, Poser BA, Goebel R, Roebroeck A (2018). High resolution anatomical and quantitative MRI of the entire human occipital lobe ex vivo at 9.4T. Neuroimage, 168, 162-171.

Neyedli HF, Sampaio-Baptista C, Kirkman MA, Havard D, Lührs M, Ramsden K, Flitney DD, Clare S, Goebel R, Johansen-Berg H (2018). Increasing Lateralized Motor Activity in Younger and Older Adults using Real-time fMRI during Executed Movements. Neuroscience, 378, 165-174.

Rosenke M, Weiner KS, Barnett MA, Zilles K, Amunts K, Goebel R, Grill-Spector K (2018). A cross-validated cytoarchitectonic atlas of the human ventral visual stream. Neuroimage, 170, 257-270.

Sorger B, Kamp T, Weiskopf N, Peters JC, Goebel R (2018). When the Brain Takes 'BOLD' Steps: Real-Time fMRI Neurofeedback Can Further Enhance the Ability to Gradually Self-regulate Regional Brain Activation. Neuroscience, 378, 71-88.

Senden M, Schuecker J, Hahne J, Diesmann M, Goebel R (2018). A neural model of the saccade generator in the reticular formation. ReScience, 4, 3.


Lührs M, Goebel R (2017). Turbo-Satori: a neurofeedback and brain-computer interface toolbox for real-time functional near-infrared spectroscopy. Neurophotonics, 4, 041504.

Raz G, Svanera M, Singer N, Gilam G, Cohen MB, Lin T, Admon R, Gonen T, Thaler A, Granot RY, Goebel R, Benini S, Valente G (2017). Robust inter-subject audiovisual decoding in functional magnetic resonance imaging using high-dimensional regression. Neuroimage, 163, 244-263.

Gentile F, van Atteveldt N, De Martino F, Goebel R (2017). Approaching the Ground Truth: Revealing the Functional Organization of Human Multisensory STC Using Ultra-High Field fMRI. J Neurosci, 37, 10104-10113.

Ontivero-Ortega M, Lage-Castellanos A, Valente G, Goebel R, Valdes-Sosa M (2017). Fast Gaussian Naïve Bayes for searchlight classification analysis. Neuroimage, 163, 471-479.

Hohenfeld C, Nellessen N, Dogan I, Kuhn H, Müller C, Papa F, Ketteler S, Goebel R, Heinecke A, Shah NJ, Schulz JB, Reske M, Reetz K (2017). Cognitive Improvement and Brain Changes after Real-Time Functional MRI Neurofeedback Training in Healthy Elderly and Prodromal Alzheimer's Disease. Front Neurol, 8, 384.

Biggs EE, Meulders A, Kaas AL, Goebel R, Vlaeyen JWS (2017). The Acquisition and Extinction of Fear of Painful Touch: A Novel Tactile Fear Conditioning Paradigm. J Pain, 18, 1505-1516.

Rosenke M, Weiner KS, Barnett MA, Zilles K, Amunts K, Goebel R, Grill-Spector K (2017). Data on a cytoarchitectonic brain atlas: effects of brain template and a comparison to a multimodal atlas. Data Brief, 12, 327-332.

Harms RL, Fritz FJ, Tobisch A, Goebel R, Roebroeck A (2017). Robust and fast nonlinear optimization of diffusion MRI microstructure models. Neuroimage, 155, 82-96.

Kolber P, Droby A, Roebroeck A, Goebel R, Fleischer V, Groppa S, Zipp F (2017). A "kissing lesion": In-vivo 7T evidence of meningeal inflammation in early multiple sclerosis. Mult Scler, 23, 1167-1169.

Reithler J, Peters JC, Goebel R (2017). Characterizing object- and position-dependent response profiles to uni- and bilateral stimulus configurations in human higher visual cortex: a 7T fMRI study. Neuroimage, 152, 551-562.

Zilverstand A, Sorger B, Kaemingk A, Goebel R (2017). Quantitative representations of an exaggerated anxiety response in the brain of female spider phobics-a parametric fMRI study. Hum Brain Mapp, 38, 3025-3038.

Zilverstand A, Sorger B, Slaats-Willemse D, Kan CC, Goebel R, Buitelaar JK (2017). fMRI Neurofeedback Training for Increasing Anterior Cingulate Cortex Activation in Adult Attention Deficit Hyperactivity Disorder. An Exploratory Randomized, Single-Blinded Study. PLoS One, 12, e0170795.

Senden M, Reuter N, van den Heuvel MP, Goebel R, Deco G (2017). Cortical rich club regions can organize state-dependent functional network formation by engaging in oscillatory behavior. Neuroimage, 146, 561-574.

Lührs M, Sorger B, Goebel R, Esposito F (2017). Automated selection of brain regions for real-time fMRI brain-computer interfaces. J Neural Eng, 14, 016004.

Krause F, Benjamins C, Lührs M, Eck J, Noirhomme Q, Rosenke M, Brunheim S, Sorger B, Goebel R (2017). Real-time fMRI-based self-regulation of brain activation across different visual feedback presentations. Brain-computer interfaces, 4, 87-101.


Sengupta S, Roebroeck A, Kemper VG, Poser BA, Zimmermann J, Goebel R, Adriany G (2016). A Specialized Multi-Transmit Head Coil for High Resolution fMRI of the Human Visual Cortex at 7T. PLoS One, 11, e0165418.

Bastiani M, Oros-Peusquens AM, Seehaus A, Brenner D, Möllenhoff K, Celik A, Felder J, Bratzke H, Shah NJ, Galuske R, Goebel R, Roebroeck A (2016). Automatic Segmentation of Human Cortical Layer-Complexes and Architectural Areas Using Ex vivo Diffusion MRI and Its Validation. Front Neurosci, 10, 487.

Di Cesare G, Valente G, Di Dio C, Ruffaldi E, Bergamasco M, Goebel R, Rizzolatti G (2016). Vitality Forms Processing in the Insula during Action Observation: A Multivoxel Pattern Analysis. Front Hum Neurosc, 10, 267.

Vogel K, Timmers I, Kumar V, Nickl-Jockschat T, Bastiani M, Roebroek A, Herpertz-Dahlmann B, Konrad K, Goebel R, Seitz J (2016). White matter microstructural changes in adolescent anorexia nervosa including an exploratory longitudinal study. Neuroimage Clin, 11, v.

Peters JC, Op de Beeck HP, Goebel R (2016). Editorial: Integrating Computational and Neural Findings in Visual Object Perception. Front Comput Neurosci, 10, 36.

Self MW, Peters JC, Possel JK, Reithler J, Goebel R, Ris P, Jeurissen D, Reddy L, Claus S, Baayen JC, Roelfsema PR (2016). The Effects of Context and Attention on Spiking Activity in Human Early Visual Cortex. PLoS Biol, 14, e1002420.

Emmerling TC, Zimmermann J, Sorger B, Frost M, Goebel R (2016). Time-resolved searchlight analysis of imagined visual motion using 7 T ultra-high field fMRI: Data on interindividual differences. Data Brief, 7, 468-471.

Goffaux V, Duecker F, Hausfeld L, Schiltz C, Goebel R (2016). Horizontal tuning for faces originates in high-level Fusiform Face Area. Neuropsychologia, 81, 1-11.

Emmerling TC, Zimmermann J, Sorger B, Frost MA, Goebel R (2016). Decoding the direction of imagined visual motion using 7T ultra-high field fMRI. Neuroimage, 125, 61-73.

Kemper VG, De Martino F, Yacoub E, Goebel R (2016). Variable flip angle 3D-GRASE for high resolution fMRI at 7 tesla. Magn Reson Med 76, 897-904.

Eck J, Kaas AL, Mulders JL, Hausfeld L, Kourtzi Z, Goebel R (2016). The Effect of Task Instruction on Haptic Texture Processing: The Neural Underpinning of Roughness and Spatial Density Perception. Cereb Cortex, 26, 384-401.


De Martino F, Moerel M, Ugurbil K, Yacoub E, Goebel R, Formisano E (2015). Frequency preference and attention effects across cortical depths in human primary auditory cortex. PNAS, 112, 16036-16041.

Muckli L, De Martino F, Vizioli L, Petro LS, Smith FW, Ugurbil K, Goebel R, Yacoub E. (2015). Contextual Feedback to Superficial Layers of V1. Current Biology, 25, 2690-2695.

Peeters SC, van Bronswijk S, van de Ven V, Gronenschild EH, Goebel R, van Os J, Marcelis M (2015). Cognitive correlates of frontoparietal network connectivity 'at rest' in individuals with differential risk for psychotic disorder. Eur Neuropsychopharmacol 25, 1922-1932.

Van den Stock J, Hortensius R, Sinke C, Goebel R, de Gelder B. (2015). Personality traits predict brain activation and connectivity when witnessing a violent conflict. Science Report, 5, 13779.

Seehaus A, Roebroeck A, Bastiani M, Fonseca L, Bratzke H, Lori N, Vilanova A, Goebel R, Galuske R (2015). Histological validation of high-resolution DTI in human post mortem tissue. Front Neuroanat, 9, 98.

Pullens P, Pullens W, Blau V, Sorger B, Jansma BM, Goebel R (2015). Evidence for normal letter-sound integration, but altered language pathways in a case of recovered Landau-Kleffner Syndrome. Brain Cogn, 99, 32-45.

Zilverstand A, Sorger B, Sarkheil P, Goebel R (2015). fMRI neurofeedback facilitates anxiety regulation in females with spider phobia. Front Behav Neurosci, 9, 148.

Ludwig VU, Seitz J, Schönfeldt-Lecuona C, Höse A, Abler B, Hole G, Goebel R, Walter H. (2015). The neural correlates of movement intentions: A pilot study comparing hypnotic and simulated paralysis. Conscious Cogn, 35, 158-170.

Kemper VG, De Martino F, Vu AT, Poser BA, Feinberg DA, Goebel R, Yacoub E (2015). Sub- millimeter T2 weighted fMRI at 7 T: comparison of 3D-GRASE and 2D SE-EPI. Front Neurosci, 9, 163.

Peeters SC, Gronenschild EH, van de Ven V, Habets P, Goebel R, van Os J, Marcelis M (2015). Altered mesocorticolimbic functional connectivity in psychotic disorder: an analysis of proxy genetic and environmental effects. Psychol Med, 25, 1-13.

Scharnowski F, Veit R, Zopf R, Studer P, Bock S, Diedrichsen J, Goebel R, Mathiak K, Birbaumer N, Weiskopf N (2015). Manipulating motor performance and memory through real-time fMRI neurofeedback. Biol Psychol, 108, 85-97.

Peeters SC, van de Ven V, Gronenschild EH, Patel AX, Habets P, Goebel R, van Os J, Marcelis M (2015). Default mode network connectivity as a function of familial and environmental risk for psychotic disorder. PLoS One, 10, e0120030.

van Zutphen L, Siep N, Jacob GA, Goebel R, Arntz A (2015). Emotional sensitivity, emotion regulation and impulsivity in borderline personality disorder: a critical review of fMRI studies. Neurosci Biobehav Rev, 51, 64-76.

Sarkheil P, Zilverstand A, Kilian-Hütten N, Schneider F, Goebel R, Mathiak K (2015). fMRI feedback enhances emotion regulation as evidenced by a reduced amygdala response. Behav Brain Res, 281, 326-332.

Bittner RA, Linden DE, Roebroeck A, Härtling F, Rotarska-Jagiela A, Maurer K, Goebel R, Singer W, Haenschel C (2015). The When and Where of Working Memory Dysfunction in Early-Onset Schizophrenia - A Functional Magnetic Resonance Imaging Study. Cereb Cortex, 25, 2494-2506.


Senden M, Reithler J, Gijsen S, Goebel R (2014). Evaluating population receptive field estimation frameworks in terms of robustness and reproducibility. PLoS One, 9, e114054.

Morgan P, Spiridonov S, Goebel R, Nissi M, Frei R, Ellermann J (2014). MR Imaging with T2*- mapping for improved acetabular cartilage assessment in FAI - a case report with arthroscopic correlation. Orthop Traumatol Surg Res, 100, 971-973.

Bernardi G, Cecchetti L, Handjaras G, Sani L, Gaglianese A, Ceccarelli R, Franzoni F, Galetta F, Santoro G, Goebel R, Ricciardi E, Pietrini P (2014). It's not all in your car: functional and structural correlates of exceptional driving skills in professional racers. Front Hum Neurosci, 8, 888.

Singer N, Podlipsky I, Esposito F, Okon-Singer H, Andelman F, Kipervasser S, Neufeld MY, Goebel R, Fried I, Hendler T (2014). Distinct iEEG activity patterns in temporal-limbic and prefrontal sites induced by emotional intentionality. Cortex, 60, 121-138.

De Martino F, Moerel M, Xu J, van de Moortele PF, Ugurbil K, Goebel R, Yacoub E, Formisano E (2014). High-Resolution Mapping of Myeloarchitecture In Vivo: Localization of Auditory Areas in the Human Brain. Cereb Cortex, 25, 3394-3405.

Gross J, Woelbert E, Zimmermann J, Okamoto-Barth S, Riedl A, Goebel R (2015). Value signals in the prefrontal cortex predict individual preferences across reward categories. J Neurosci, 34, 7580-7586.

Esposito F, Otto T, Zijlstra FR, Goebel R (2014). Spatially distributed effects of mental exhaustion on resting-state FMRI networks. PLoS One, 9, e94222.

Duecker F, Frost MA, de Graaf TA, Graewe B, Jacobs C, Goebel R, Sack AT (2014). The cortex- based alignment approach to TMS coil positioning. J Cogn Neurosci, 26, 2321-2329.

Senden M, Deco G, de Reus MA, Goebel R, van den Heuvel MP (2014). Rich club organization supports a diverse set of functional network configurations. Neuroimage, 96, 174-182.

Ellermann J, Ziegler C, Nissi MJ, Goebel R, Hughes J, Benson M, Holmberg P, Morgan P (2014). Acetabular cartilage assessment in patients with femoroacetabular impingement by using T2* mapping with arthroscopic verification. Radiology, 271, 512-523.

Zilverstand A, Sorger B, Zimmermann J, Kaas A, Goebel R. (2014). Windowed Correlation: A Suitable Tool for Providing Dynamic fMRI-Based Functional Connectivity Neurofeedback on Task Difficulty. PLoS One, 9, e85929.

Santoro R, Moerel M, De Martino F, Goebel R, Ugurbil K, Yacoub E, Formisano E. (2014).Encoding of natural sounds at multiple spectral and temporal resolutions in the human auditory cortex. PLoS Compuational Biology, 10, e1003412.

Van den Stock J, Vandenbulcke M, Sinke CB, Goebel R, de Gelder B (2014). How affective information from faces and scenes interacts in the brain. Soc Cogn Affect Neurosci, 9, 1481-1488.

Frost, M.A., Esposito, F., Goebel, R. (2014). Improved correspondence of resting-state networks after macroanatomical alignment. Human Brain Mapp, 35, 673-682.


Bernardi G, Ricciardi E, Sani L, Gaglianese A, Papasogli A, Ceccarelli R, Franzoni F, Galetta F, Santoro G, Goebel R, Pietrini P. (2013). How skill expertise shapes the brain functional architecture: an FMRI study of visuo-spatial and motor processing in professional racing-car and naïve drivers. PLoS One, 8, e77764.

Habes I, Krall SC, Johnston SJ, Yuen KS, Healy D, Goebel R, Sorger B, Linden DE. (2013). Pattern classification of valence in depression. Neuroimage. Clinical, 2, 675-83.

Van den Stock J, Vandenbulcke M, Sinke CB, Goebel R, de Gelder B (Epub 2013). How affective information from faces and scenes interacts in the brain. Social Cognitive and Affective Neuroscience. [Epub ahead of print]

Frost M & Goebel R. (2013). Functionally informed cortex based alignment: An integrated approach for whole-cortex macro-anatomical and ROI-based functional alignment. Neuroimage, 83, 1002-1010.

Bonte M, Frost MA, Rutten S, Ley A, Formisano E, Goebel R. (2013). Development from childhood to adulthood increases morphological and functional inter-individual variability in the right superior temporal cortex. Neuroimage, 83, 739-750.

Moerel M, De Martino F, Santoro R, Ugurbil K, Goebel R, Yacoub E, Formisano E. (2013). Processing of natural sounds: characterization of multipeak spectral tuning in human auditory cortex. Journal of Neuroscience, 33, 11888-11898.

Sulzer J, Haller S, Scharnowski F, Weiskopf N, Birbaumer N, Blefari ML, Bruehl AB, Cohen LG, DeCharms RC, Gassert R, Goebel R, Herwig U, Laconte S, Linden D, Luft A, Seifritz E, Sitaram R. (2013). Real-time fMRI neurofeedback: Progress and challenges. Neuroimage, 76, 386-399.

De Martino F, Zimmermann J, Muckli L, Ugurbil K, Yacoub E, Goebel R. (2013). Cortical Depth Dependent Functional Responses in Humans at 7T: Improved Specificity with 3D GRASE. PLoS One, 8, e60514.

Mur M, Meys M, Bodurka J, Goebel R, Bandettini PA, Kriegeskorte N. (2013). Human Object-Similarity Judgments Reflect and Transcend the Primate-IT Object Representation. Frontiers in Psychology, 4, 128.

Eck J, Kaas AL, Goebel R. (2013). Crossmodal interactions of haptic and visual texture information in early sensory cortex. Neuroimage, 75C, 123-135.

Eck J, Kaas AL, Mulders JL, Goebel R. (2013). Roughness perception of unfamiliar dot pattern textures. Acta Psychologica, 143, 20-34.

Martens MJ, Born JM, Lemmens SG, Karhunen L, Heinecke A, Goebel R, Adam TC, Westerterp-Plantenga MS. (2013). Increased sensitivity to food cues in the fasted state and decreased inhibitory control in the satiated state in the overweight. The American Journal of Clinical Nutrition, 97, 471-479.

De Martino F, Moerel M, van de Moortele PF, Ugurbil K, Goebel R, Yacoub E, Formisano E. (2013). Spatial organization of frequency preference and selectivity in the human inferior colliculus. Nature Communications, 4, 1386.

Peters, J.C., Reithler, J., Schuhmann, T., De Graaf, T., Uludag, K., Goebel, R., Sack, A.T. (2013). On the feasibility of concurrent human TMS-EEG-fMRI measurements. Journal of Neurophysiology, 109, 1214-1227.

Otto, T., Zijlstra, F.R., Goebel, R. (Epub 2012). Neural correlates of mental effort evaluation - Involvement of structures related to self awareness. Social Cognitive and Affective Neuroscience, [Epub ahead of print].

Kaas, A.L., van de Ven, V., Reithler, J., Goebel, R. (2013). Tactile perceptual learning: learning curves and transfer to the contralateral finger. Experimental Brain Research, 224, 477-488.

Sarkheil, P., Goebel, R., Schneider, F., Mathiak, K. (2013). Emotion unfolded by motion: a role for parietal lobe in decoding dynamic facial expressions. Social Cognitive and Affective Neuroscience, 8, 950-957.

Seehaus, A.K., Roebroeck, A., Chiry, O., Kim, D.S., Ronen, I., Bratzke, H., Goebel, R., Galuske, R.A. (2013). Histological Validation of DW-MRI Tractography in Human Postmortem Tissue. Cerebral Cortex, 23, 442-450.

Goffaux, V., Schiltz, C., Mur, M., Goebel, R. (2013). Local discriminability determines the strength of holistic processing for faces in the fusiform face area. Frontiers in Psychology, 3, 604.

Born, J.M., Martens, M.J., Lemmens, S.G., Goebel, R., Westerterp-Plantenga, M.S. (2013). Protein v. carbohydrate intake differentially affects liking- and wanting-related brain signalling. The British journal of nutrition, 109, 376-381.

Wheat, K.L., Cornelissen, P.L., Sack, A.T., Schuhmann, T., Goebel, R., Blomert, L. (2013). Charting the functional relevance of Broca's area for visual word recognition and picture naming in Dutch using fMRI-guided TMS. Brain and Language, 125, 223-230.

Kaas, A.L., van Mier, H., Visser, M., Goebel, R. (2013). The neural substrate for working memory of tactile surface texture. Human Brain Mapping, 34, 1148-1162.

Woelbert E, Goebel R (2013). Temptation in economic decision making: effects of immediate reward and reward-cue. Neuroscience and Neuroeconomics, 2, 11-19.


Peters, J.C., Roelfsema, P.R., Goebel, R. (2012). Task-relevant and accessory items in working memory have opposite effects on activity in extrastriate cortex. Journal of Neuroscience, 32, 17003-17011.

Jacobs, C., de Graaf, T.A., Goebel, R., Sack, A.T. (2012). The temporal dynamics of early visual cortex involvement in behavioral priming. PLoS One, 7, e48808.

Esposito, F., Singer, N., Podlipsky, I., Fried, I., Hendler, T., Goebel, R. (2012) Cortex-based inter-subject analysis of iEEG and fMRI data sets: Application to sustained task-related BOLD and gamma responses. Neuroimage, 66C, 457-468.

Goffaux, V., Martin, R., Dormal, G., Goebel, R., Schiltz, C. (2012). Attentional shifts induced by uninformative number symbols modulate neural activity in human occipital cortex. Neuropsychologia, 50, 3419-3428.

Naci, L., Monti, M.M., Cruse, D., Kübler, A., Sorger, B., Goebel, R., Kotchoubey, B., Owen, A.M. (2012). Brain-computer interfaces for communication with nonresponsive patients. Annals of Neurology, 72, 312-323.

Sinke, C.B., Van den Stock, J., Goebel, R., de Gelder, B. (2012). The constructive nature of affective vision: seeing fearful scenes activates extrastriate body area. PLoS One, 7, e38118.

Sorger, B., Reithler, J., Dahmen, B., Goebel, R. (2012). A Real-time fMRI-based Spelling Device Immediately Enabling Robust Motor-independent Communication. Current Biology, 22, 1333-1338.

Tamietto, M., Pullens, P., de Gelder, B., Weiskrantz, L., Goebel, R. (2012). Subcortical Connections to Human Amygdala and Changes following Destruction of the Visual Cortex. Current Biiology, 22, 1449-1455.

Bastiani, M., Shah, N.J., Goebel, R., Roebroeck, A. (2012). Human cortical connectome reconstruction from diffusion weighted MRI: The effect of tractography algorithm. Neuroimage, 62, 1732-1749.

Linden, D.E.J., Habes, I., Johnston, S.J., Linden, S., Tatineni, R., Subramanian L., Sorger, B., Healy, D., Goebel, R. (2012) Real-time Self-regulation of Emotion Networks in Patients with Depression. PLOS One, 7, e38115.

Goebel, R. (2012). Position coding in the visual word form area. Proc Natl Acad Sci USA, 109, 9226-9227.

Goebel, R. (2012). BrainVoyager – Past, present, future. NeuroImage, 62, 748-756.

Peters, J.C., Reithler, J., Goebel, R. (2012). Modeling invariant object processing based on tight integration of simulated and empirical data in a Common Brain Space. Frontiers in Computational Neuroscience, 6, 12.

Zimmermann, J., Roebroeck, A., Uludag, K., Sack, A., Formisano, E., Jansma, B., De Weerd, P., Goebel, R. (2012). Network-based statistics for a community driven transparent publication process. Frontiers in Computational Neuroscience, 6, 11.

Senden, M., Goebel, R., Deco, G. (2012). Structural connectivity allows for multi-threading during rest: The structure of the cortex leads to efficient alternation between resting state exploratory behavior and default mode processing. Neuroimage, 60, 2274-2284.

de Borst, A.W., Sack, A.T., Jansma, B.M., Esposito, F., de Martino, F., Valente, G., Roebroeck, A., di Salle, F., Goebel, R., Formisano, E. (2012). Integration of "what" and "where" in frontal cortex during visual imagery of scenes. Neuroimage, 60, 47-58.

Bien, N., Goebel, R., Sack, A.T. (2012). Extinguishing Extinction: Hemispheric Differences in the Modulation of TMS-induced Visual Extinction by Directing Covert Spatial Attention. Journal of Cognitive Neuroscience, 24, 809-818.

de Graaf, T.A., Goebel, R., Sack, A.T. (2012). Feedforward and quick recurrent processes in early visual cortex revealed by TMS? NeuroImage, 61, 651-659.

Born, J.M., Martens, M.J., Rutters, F., Lemmens, S.G., Goebel, R., Westerterp-Plantenga, M.S. (2012). High HPA-axis activation disrupts the link between liking and wanting with liking and wanting related brain signaling. Physiology & Behavior, 105, 321-324.

Frost, M. & Goebel, R. (2012). Measuring structural-functional correspondence: Spatial variability of specialised brain regions after macro-anatomical alignment. NeuroImage, 59, 1369-1381.

van de Ven, V., Jans, B., Goebel, R., De Weerd, P. (2012). Early human visual cortex encodes surface brightness induced by dynamic context. Journal of Cognitive Neuroscience, 24, 367-377.

Jacobs, C., Goebel, R., Sack, A.T. (2012). Visual awareness suppression by pre-stimulus brain stimulation; a neural effect. NeuroImage, 59, 616-624.

Bien, N., ten Oever, S., Goebel, R., Sack, A.T. (2012). The sound of size: crossmodal binding in pitch-size synesthesia: a combined TMS, EEG and psychophysics study. NeuroImage, 59, 663-672.

Schuhmann, T., Schiller, N.O., Goebel, R., Sack, A.T. (2012). Speaking of which: dissecting the neurocognitive network of language production in picture naming. Cerebral Cortex, 22, 701-709.

Maus, B., van Breukelen, G.J., Goebel, R., Berger, M.P. (2012). Optimal design for nonlinear estimation of the hemodynamic response function. Human Brain Mapping, 33, 1253-1267.

Yuen K, Johnston S, de Martino F, Sorger B, Formisano E, Linden D, Goebel, R (2012). Pattern classification predicts individuals’ responses to affective stimuli. Translational Neuroscience, 3, 278-287.


Zimmermann*, J., Goebel*, R., De Martino, F., van de Moortele, P.F., Feinberg, D., Adriany, G., Chaimov, D., Shmuel, A., Uğurbil, K. & Yacoub, E. (2011). Mapping the organization of axis of motion selective features in human area MT using high-field fMRI. PLoS One,, 6, e28716. * = authors contributed equally

Subramanian, L. Hindle, J.V., Johnston, S., Roberts, M.V., Husain, M., Goebel, R., Linden, D. (2011). Real-Time Functional Magnetic Resonance Imaging Neurofeedback for Treatment of Parkinson’s Disease. The Journal of Neuroscience, 31, 16309-16317.

de Graaf, T.A., de Jong, M.C., Goebel, R., van Ee, R., Sack, A.T. (2011). On the functional relevance of frontal cortex for passive and voluntarily controlled bistable vision. Cerebral Cortex, 21, 2322-2331.

Esposito, F. & Goebel, R. (2011). Extracting functional networks with spatial independent component analysis: the role of dimensionality, reliability and aggregation scheme. Current Opinion in Neurology, 24, 379-385.

De Martino, F., Esposito, F., van de Moortele, P.F., Harel, N., Formisano, E., Goebel, R., Ugurbil, K., Yacoub, E. (2011). Whole brain high-resolution functional imaging at ultra high magnetic fields: an application to the analysis of resting state networks. NeuroImage, 57, 1031-1044.

Born, J.M., Lemmens, S.G., Martens, M.J., Formisano, E., Goebel, R., Westerterp-Plantenga, M.S. (2011). Differences between liking and wanting signals in the human brain and relations with cognitive dietary restraint and body mass index. The American Journal of Clinical Nutrition, 94, 392-403.

Jiang, F., Dricot, L., Weber, J., Righi, G., Tarr, M.J., Goebel, R., Rossion, B. (2011). Face categorization in visual scenes may start in a higher order area of the right fusiform gyrus: evidence from dynamic visual stimulation in neuroimaging. Journal of Neurophysiology, 106, 2720-2736.

Roebroeck A, Formisano E, Goebel R (2011). The identification of interacting networks in the brain using fMRI: model selection, causality and deconvolution. NeuroImage, 58, 296-302.

Rossion, B., Dricot, L., Goebel, R., Busigny, T. (2011). Holistic face categorization in higher order visual areas of the normal and prosopagnosic brain: toward a non-hierarchical view of face perception. Frontiers in Human Neuroscience, 4, 225.

Maus, B., van Breukelen, G.J., Goebel, R., Berger, M.P. (2011). Optimal design of multi-subject blocked fMRI experiments. NeuroImage, 56, 1338-1352.

Johnston, S., Linden, D.E., Healy, D., Goebel, R., Habes, I., Boehm, S.G. (2011). Upregulation of emotion areas through neurofeedback with a focus on positive mood. Cognitive, Affective and Behavioral Neuroscience, 11, 44-51.

De Martino, F., de Borst, A.W., Valente, G., Goebel, R. & Formisano, E. (2011). Predicting EEG single trial responses with simultaneous fMRI and relevance vector machine regression. NeuroImage, 56, 826-836.

Valente, G., De Martino, F., Esposito, F., Goebel, R., Formisano, E. (2011). Predicting subject-driven actions and sensory experience in a virtual world with relevance vector machine regression of fMRI data. NeuroImage, 56, 651-661.

Goffaux, V., Peters, J., Haubrechts, J., Schiltz, C., Jansma, B., & Goebel, R. (2011). From coarse to fine? Spatial and temporal dynamics of cortical face processing. Cerebral Cortex, 21, 467-476.


Goebel, R., Zilverstand, A. & Sorger, B. (2010). Real-time fMRI-based brain–computer interfacing for neurofeedback therapy and compensation of lost motor functions. Imaging in Medicine,, 2, 407-414.

Pullens P, Roebroeck A, Goebel R. (2010). Ground truth hardware phantoms for validation of diffusion-weighted MRI applications. J Magn Reson Imaging, 32, 482-488.

Schiltz C, Dricot L, Goebel R, Rossion B. (2010). Holistic perception of individual faces in the right middle fusiform gyrus as evidenced by the composite face illusion. J Vis., 10, 25.1-16.

Reithler J, van Mier HI, Goebel R. (2010). Continuous motor sequence learning: cortical efficiency gains accompanied by striatal functional reorganization. NeuroImage, 52, 263-276.

Peters JC, Jans B, van de Ven V, De Weerd P, Goebel R. (2010). Dynamic brightness induction in V1: analyzing simulated and empirically acquired fMRI data in a "common brain space" framework. NeuroImage, 52, 973-984.

van Atteveldt NM, Blau VC, Blomert L, Goebel R (2010). fMR-adaptation indicates selectivity to audiovisual content congruency in distributed clusters in human superior temporal cortex. BMC Neuroscience, 11:11.

De Martino F, Valente G, de Borst AW, Esposito F, Roebroeck A, Goebel R, Formisano E (2010). Multimodal imaging: an evaluation of univariate and multivariate methods for simultaneous EEG/fMRI. Magn Reson Imaging., 28, 1104-1112.

Blau V, Reithler J, van Atteveldt N, Seitz J, Gerretsen P, Goebel R, Blomert L (2010). Deviant processing of letters and speech sounds as proximate cause of reading failure: a functional magnetic resonance imaging study of dyslexic children. Brain, 133, 868-879.

Maus B, van Breukelen GJ, Goebel R, Berger MP (2010). Optimization of blocked designs in fMRI studies. Psychometrica, 75, 373-390.

Born JM, Lemmens SG, Rutters F, Nieuwenhuizen AG, Formisano E, Goebel R, Westerterp-Plantenga MS. (2010). Acute stress and food-related reward activation in the brain during food choice during eating in the absence of hunger. Int J Obes (Lond), 34, 172-178.

Maus B, van Breukelen GJ, Goebel R, Berger MP (2010). Robustness of optimal design of fMRI experiments with application of a genetic algorithm. NeuroImage, 49, 2433-2443.

Sinke CB, Sorger B, Goebel R, de Gelder B (2010). Tease or threat? Judging social interactions from bodily expressions. NeuroImage, 49, 1717-1727.

de Graaf TA, Roebroeck A, Goebel R, Sack AT (2010). Brain Network Dynamics Underlying Visuospatial Judgment: An fMRI Connectivity Study. J Cogn Neurosci., 22, 2012-2026.

Johnston SJ, Boehm SG, Healy D, Goebel R, Linden DE (2010). Neurofeedback: A promising tool for the self-regulation of emotion networks. Neuroimage, 49, 1066-1072.

Tamietto M, Cauda F, Corazzini LL, Savazzi S, Marzi CA, Goebel R, Weiskrantz L, de Gelder B. (2010). Collicular Vision Guides Nonconscious Behavior. Journal of Cognitive Neuroscience, 22, 888-902.


Pipa G, Städtler ES, Rodriguez EF, Waltz JA, Muckli LF, Singer W, Goebel R, Munk MH (2009). Performance- and stimulus-dependent oscillations in monkey prefrontal cortex during short-term memory. Front Integr Neurosci, 3, Article 25.

Sorger B, Dahmen B, Reithler J, Gosseries O, Maudoux A, Laureys S, Goebel R (2009). Another kind of 'BOLD Response': answering multiple-choice questions via online decoded single-trial brain signals. Prog Brain Res, 177, 275-292.

Schippers MB, Gazzola V, Goebel R, Keysers C (2009). Playing charades in the fMRI: are mirror and/or mentalizing areas involved in gestural communication?. PLoS One, 4, e6801.

Castelo-Branco M, Kozak LR, Formisano E, Teixeira J, Xavier J, Goebel R. (2009). The type of featural attention differentially modulates hMT+ responses to illusory motion aftereffects. J Neurophysiol. 102, 3016-3025.

Jiang F, Dricot L, Blanz V, Goebel R, Rossion B (2009). Neural correlates of shape and surface reflectance information in individual faces. Neuroscience, 63, 1078-1091.

Goebel R, van Atteveldt N. (2009). Multisensory functional magnetic resonance imaging: a future perspective. Exp Brain Res, 198, 153-164.

van Atteveldt N, Roebroeck A, Goebel R. (2009). Interaction of speech and script in human auditory cortex: Insights from neuro-imaging and effective connectivity. Hearing Research, 258, 152-164.

Steeves J, Dricot L, Goltz HC, Sorger B, Peters J, Milner AD, Goodale MA, Goebel R, Rossion B (2009). Abnormal face identity coding in the middle fusiform gyrus of two brain-damaged prosopagnosic patients. Neuropsychologia, 47, 2584-2592.

Esposito F, Mulert C, Goebel R (2009). Combined distributed source and single-trial EEG-fMRI modeling: application to effortful decision making processes. Neuroimage, 47, 112-121.

Goffaux V, Rossion B, Sorger B, Schiltz C, Goebel R (2009). Face inversion disrupts the perception of vertical relations between features in the right human occipito-temporal cortex. J Neuropsychol., 3, 45-67.

Koten JW Jr, Wood G, Hagoort P, Goebel R, Propping P, Willmes K, Boomsma DI. (2009). Genetic contribution to variation in cognitive function: an FMRI study in twins. Science, 323, 1737-1740.

Blau V, van Atteveldt N, Ekkebus M, Goebel R, Blomert L. (2009). Reduced neural integration of letters and speech sounds links phonological and reading deficits in adult dyslexia. Current Biology, 19, 503-508.

Staeren N, Renvall H, De Martino F, Goebel R, Formisano E. (2009). Sound categories are represented as distributed patterns in the human auditory cortex. Current Biology, 19, 498-502.

Esposito F, Aragri A, Piccoli T, Tedeschi G, Goebel R, Di Salle F. (2009). Distributed analysis of simultaneous EEG-fMRI time-series: modeling and interpretation issues. Magnetic Resonance Imaging, 27, 1120-1130.

Smith ML, Fries P, Gosselin F, Goebel R, Schyns PG (2009). Inverse Mapping the Neuronal Substrates of Face Categorizations. Cerebral Cortex. 19, 2428-2438.

Schneider P, Andermann M, Wengenroth M, Goebel R, Flor H, Rupp A, Diesch E (2009). Reduced volume of Heschl's gyrus in tinnitus. Neuroimage. 45, 927-939.

Bien N, Roebroeck A, Goebel R, Sack AT (2009). The Brain's Intention to Imitate: The Neurobiology of Intentional versus Automatic Imitation. Cerebral Cortex. 19, 2338-2351.

Schuhmann T, Schiller NO, Goebel R, Sack AT (2009). The temporal characteristics of functional activation in Broca's area during overt picture naming. Cortex. 5, 1111-1116.

Sack AT, Kadosh RC, Schuhmann T, Moerel M, Walsh V, Goebel R (2009). Optimizing Functional Accuracy of TMS in Cognitive Studies: A Comparison of Methods. Journal of Cognitive Neuroscience, 21, 207-221.

Peters JC, Goebel R, Roelfsema PR (2009). Remembered but Unused: The Accessory Items in Working Memory that Do Not Guide Attention. Journal of Cognitive Neuroscience, 21, 1081-1091.

Sack AT, van der Mark S, Schuhmann T, Schwarzbach J, Goebel R (2009). Symbolic action priming relies on intact neural transmission along the retino-geniculo-striate pathway. Neuroimage, 44, 284-293.


de Gelder B, Tamietto M, van Boxtel G, Goebel R, Sahraie A, van den Stock J, Stienen BM, Weiskrantz L, Pegna A. Intact navigation skills after bilateral loss of striate cortex. Curremt Biology, 18, R1128-1129.

Formisano E, De Martino F, Bonte M, Goebel R (2008). "Who" is saying "what"? Brain-based decoding of human voice and speech. Science, 322, 970-973.

Capalbo M, Postma E, Goebel R (2008). Combining structural connectivity and response latencies to model the structure of the visual system. PLoS Computational Biology, 4, e1000159.

Sack AT, Jacobs C, De Martino F, Staeren N, Goebel R, Formisano E (2008). Dynamic premotor-to-parietal interactions during spatial imagery. Journal of Neuroscience, 28, 8417-8429.

Blau V, van Atteveldt N, Formisano E, Goebel R, Blomert L (2008). Task-irrelevant visual letters interact with the processing of speech sounds in heteromodal and unimodal cortex. European Journal of Neuroscience, 28, 500-509.

Nagel IE, Schumacher EH, Goebel R, D'Esposito M (2008). Functional MRI investigation of verbal selection mechanisms in lateral prefrontal cortex. Neuroimage, 43, 801-807.

De Martino F, Valente G, Staeren N, Ashburner J, Goebel R, Formisano E (2008). Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns. Neuroimage, 43, 44-58.

Esposito F, Aragri A, Pesaresi I, Cirillo S, Tedeschi G, Marciano E, Goebel R, Di Salle F (2008). Independent component model of the default-mode brain function: combining individual-level and population-level analyses in resting-state fMRI. Magnetic Resonance Imaging, 269905-913.

Geuze E, Westenberg HG, Heinecke A, de Kloet CS, Goebel R, Vermetten E. (2008). Thinner prefrontal cortex in veterans with posttraumatic stress disorder. Neuroimage, 41, 675-681.

Dricot L, Sorger B, Schiltz C, Goebel R, Rossion B (2008). Evidence for individual face discrimination in non-face selective areas of the visual cortex in acquired prosopagnosia. Behavioral Neurology, 19, 75-79.

Goebel R (2008). Response to Karaszewski: Creating significant art products requires the brains of artists. Trends in Cognitive Sciences, 12, 172-173.

Strobel A, Debener S, Sorger B, Peters JC, Kranczioch C, Hoechstetter K, Engel AK, Brocke B, Goebel R (2008). Novelty and target processing during an auditory novelty oddball: A simultaneous event-related potential and functional magnetic resonance imaging study. Neuroimage 40, 869-883.

Roebroeck A, Galuske R, Formisano E, Chiry O, Bratzke H, Ronen I, Kim DS, Goebel R (2008). High-resolution diffusion tensor imaging and tractography of the human optic chiasm at 9.4 T. Neuroimage, 39, 157-186.

van de Ven V, Bledowski C, Prvulovic D, Goebel R, Formisano E, Di Salle F, Linden DE, Esposito F. (2008). Visual target modulation of functional connectivity networks revealed by self-organizing group ICA. Human Brain Mapping 29, 1450-1461.

Dricot L, Sorger B, Schiltz C, Goebel R, Rossion B. (2008). The roles of "face" and "non-face" areas during individual face perception: Evidence by fMRI adaptation in a brain-damaged prosopagnosic patient. Neuroimage, 40, 318-332.


Kriegeskorte N, Formisano E, Sorger B, Goebel R (2007). Individual faces elicit distinct response patterns in human anterior temporal cortex. Proc Natl Acad Sci USA, 104, 20600-20605.

Riecke L, van Opstal AJ, Goebel R, Formisano E (2007). Hearing illusory sounds in noise: sensory-perceptual transformations in primary auditory cortex. Journal of Neuroscience, 27, 12684-12689.

Reithler J, van Mier HI, Peters JC, Goebel R (2007). Nonvisual motor learning influences abstract action observation. Current Biology, 17, 1201-1207.

van Atteveldt NM, Formisano E, Goebel R, Blomert L (2007). Top-down task effects overrule automatic multisensory responses to letter-sound pairs in auditory association cortex. Neuroimage, 36, 1345-1360.

Smolders A, De Martino F, Staeren N, Scheunders P, Sijbers J, Goebel R, Formisano E (2007). Dissecting cognitive stages with time-resolved fMRI data: a comparison of fuzzy clustering and independent component analysis. Magnetic Resonance Imaging, 25, 860-868.

Mayer JS, Bittner RA, Nikolic D, Bledowski C, Goebel R, Linden DE (2007). Common neural substrates for visual working memory and attention. Neuroimage, 36, 441-453.

Weiskopf N, Sitaram R, Josephs O, Veit R, Scharnowski F, Goebel R, Birbaumer N, Deichmann R, Mathiak K (2007). Real-time functional magnetic resonance imaging: methods and applications. Magnetic Resonance Imaging, 25, 989-1003.

Kadosh RC, Kadosh KC, Schuhmann T, Kaas A, Goebel R, Henik A, Sack AT (2007). Virtual dyscalculia induced by parietal-lobe TMS impairs automatic magnitude processing. Current Biology, 17, 689-693.

Sack AT, Kohler A, Bestmann S, Linden DE, Dechent P, Goebel R, Baudewig J (2007). Imaging the Brain Activity Changes Underlying Impaired Visuospatial Judgments: Simultaneous fMRI, TMS, and Behavioral Studies. Cerebral Cortex.

Sorger B, Goebel R, Schiltz C, Rossion B (2007). Understanding the functional neuroanatomy of acquired prosopagnosia. Neuroimage, 35, 836-852.

Cohen Kadosh R, Cohen Kadosh K, Kaas A, Henik A, Goebel R. (2007). Notation-dependent and -independent representations of numbers in the parietal lobes. Neuron, 53, 307-314.

De Martino F, Gentile F, Esposito F, Balsi M, Di Salle F, Goebel R, Formisano E. (2007). Classification of fMRI independent components using IC-fingerprints and support vector machine classifiers. Neuroimage, 34, 177-194.

Debener S, Strobel A, Sorger B, Peters J, Kranczioch C, Engel AK, Goebel R. (2007). Improved quality of auditory event-related potentials recorded simultaneously with 3-T fMRI: Removal of the ballistocardiogram artefact. Neuroimage, 34, 587-597.

Kaas, A.L, van Mier, H. & Goebel, R. (2007). The neural correlates of human working memory for haptically explored object orientations. Cerebral Cortex, 17, 1637-1649.

Hammer, A, Goebel, R., Schwarzbach, J., Munte, TF & Jansma, BM. (2007). When sex meets syntactic gender on a neural basis during pronoun processing. Brain Research, 1146, 185-198.

Van Atteveldt, NM, Formisano, E., Blomert, L & Goebel, R. (2007). The effect of temporal asynchrony on the multisensory integration of letters and speech sounds. Cerebral Cortex, 17, 962-974.


Schmidt KE, Castelo-Branco M, Goebel R, Payne BR, Lomber SG, Galuske RA. (2006). Pattern motion selectivity in population responses of area 18. Eur J Neurosci, 24, 2363-2374.

Esposito F, Bertolino A, Scarabino T, Latorre V, Blasi G, Popolizio T, Tedeschi G, Cirillo S, Goebel R, Di Salle F. (2006). Inpendent component model of the default-mode brain function: Assessing the impact of active thinking. Brain Res Bull, 70, 263-269.

Mohr, H.M., Goebel, R. & Linden, D.E. (2006). Content- and task-specific dissociations of frontal activity during maintenance and manipulation in visual working memory. Journal of Neuroscience, 26, 4465-4471.

Schicke, T., Muckli, L., Beer AL, Wibral, M., Singer, W., Goebel, R., Rosler, F & Roeder, B. (2006). Tight covariation of BOLD signal changes and slow ERPs in the parietal cortex in a parametric spatial imagery task with haptic acquisition. European Journal of Neuroscience, 23, 1910-1918.

Goebel, R., Esposito, F. & Formisano, E. (2006). Analysis of functional image analysis contest (FIAC) data with Brainvoyager QX: From single-subject to cortically aligned group general linear model analysis and self-organizing group independent component analysis. Human Brain Mapping, 27, 392-401.

Kriegeskorte, N., Goebel, R., Bandettini, P. (2006). Information-based functional brain mapping. Proc Natl Acad Sci USA, 103, 3863-3868.

Abler, B., Roebroeck, A., Goebel, R., Hose, A. Schoenfeldt-Lecuona, C., Hole, G., Walter, H. (2006). Investigating directed influences between activated brain areas in a motor-response task using fMRI. Magnetic Resonance Imaging, 24, 181-185.

Bledowski, C., Cohen Kadosh, K., Wibral, M., Rahm, B., Bittner, R.A., Hoechstetter, K., Scherg, M., Maurer, K., Goebel, R., Linden, D.E. (2006). Mental chronometry of working memory retrieval: a combined functional magnetic resonance imaging and event-related potentials approach. Journal of Neuroscience, 26, 821-829.

Muckli L, Kiess S, Tonhausen N, Singer W, Goebel R, Sireteanu R. (2006). Cerebral correlates of impaired grating perception in individual, psychophysically assessed human amblyopes. Vision Research, 46, 506-526.

Bles M, Schwarzbach J, De Weerd P, Goebel R, Jansma BM. (2006). Receptive field size-dependent attention effects in simultaneously presented stimulus displays. Neuroimage, 30, 506-511.

Esposito F, Di Salle F, Hennel F, Santopaolo O, Herdener M, Scheffler K, Goebel R, Seifritz E. (2006). A multivariate approach for processing magnetization effects in triggered event-related functional magnetic resonance imaging time series. Neuroimage, 30, 136-143.

Reithler J, Reithler H, van den Boogert E, Goebel R, van Mier H. (2006). Resistance-based high resolution recording of predefined 2-dimensional pen trajectories in an fMRI setting. Journal of Neuroscience Methods, 152, 10-17.

Sack AT, Kohler A, Linden DE, Goebel R, Muckli L. (2006) The temporal characteristics of motion processing in hMT/V5+: Combining fMRI and neuronavigated TMS. Neuroimage, 29, 1326-1335.

Schiltz, C., Sorger, B., Caldara, R., Ahmed, F., Mayer, E., Goebel, R., Rossion, B. (2006). Impaired face discrimination in acquired prosopagnosia Is associated with abnormal response to individual faces in the right middle fusiform gyrus. Cerebral Cortex, 16, 574-586.


Weiskopf N, Scharnowski F, Veit R, Goebel R, Birbaumer N, Mathiak K. (2004). Self-regulation of local brain activity using real-time functional magnetic resonance imaging (fMRI). Journal of Physiology Paris, 98, 357-373.

Schneider, P., Sluming, V., Roberts, N., Scherg, M., Goebel, R., Specht, H.J., Dosch, H.G., Bleeck, S., Stippich, C., Rupp, A. (2005). Structural and functional asymmetry of lateral Heschl's gyrus reflects pitch perception preference. Nature Neuroscience, 8, 1241-1247.

van de Ven, V.G., Formisano, E., Roder, C.H., Prvulovic, D., Bittner, R.A., Dietz, M.G., Hubl, D., Dierks, T., Federspiel, A., Esposito, F., Di Salle, F., Jansma, B., Goebel, R., Linden, D.E. (2005). The spatiotemporal pattern of auditory cortical responses during verbal hallucinations. Neuroimage, 27, 644-655.

Dueck, M.H., Petzke, F., Gerbershagen, H.J., Paul, M., Hesselmann, V., Girnus, R., Krug, B., Sorger, B., Goebel, R., Lehrke, R., Sturm,.V, Boerner, U. (2005). Propofol attenuates responses of the auditory cortex to acoustic stimulation in a dose-dependent manner: a FMRI study. Acta Anaesthesiol Scand, 49, 784-791.

Kadosh, R.C., Henik, A., Rubinsten, O., Mohr, H., Dori, H., van de Ven, V., Zorzi, M., Hendler, T., Goebel, R., Linden, D.E. (2005). Are numbers special? The comparison systems of the human brain investigated by fMRI. Neuropsychologia, 43, 1238-1248.

Sack, A.T., Camprodon, J.A., Pascual-Leone, A. & Goebel, R. (2005). The dynamics of inter-hemispheric compensatory processes in mental imagery. Science, 308, 702-704.

Roebroeck, A., Formisano, E., & Goebel, R. (2005). Mapping directed influence over the brain using Granger causality and fMRI, NeuroImage, 25, 230-242.

Esposito, F., Scarabino, T., Hyvarinen, A., Himberg, J., Formisano, E., Comani, S., Tedeschi, G., Goebel, R., Seifritz, E. & Di Salle, F. (2005). Independent component analysis of fMRI group studies by self-organizing clustering, NeuroImage, 25, 193-205.

Kranczioch, C., Debener, S., Schwarzbach, J., Goebel, R., Engel, A.K. (2005). Neural correlates of visual awareness: implications of the attentional blink. Neuroimage, 24, 704-714.


Formisano, E., Esposito, F., Di Salle, F. & Goebel, R. (2004). Cortex-based independent component analysis of fMRI time-series. Magnetic Resonance Imaging, 22, 1493-1504.

Van Atteveldt, N., Formisano, E., Goebel, R., Blomert, L. (2004). Integration of letters and speech sounds in the human brain. Neuron, 43, 271-282.

Bledowski, C., Prvulovic, D., Goebel, R., Zanella, F.E., Linden, D.E. (2004). Attentional systems in target and distractor processing: a combined ERP and fMRI study. NeuroImage, 22, 530-540.

Bledowski, C., Prvulovic, D., Hoechstetter, K., Scherg, M., Wibral, M., Goebel, R., Linden, D.E. (2004). Localizing P300 generators in visual target and distractor processing: a combined event-related potential and functional magnetic resonance imaging study. Journal of Neuroscience, 24. 9353-9360.

Hesselmann V, Sorger B, Lasek K, Guntinas-Lichius O, Krug B, Sturm V, Goebel R, Lackner K (2004). Discriminating the cortical representation sites of tongue and up movement by functional MRI. Brain Topogr, 16, 159-67.

Weiskopf, N., Mathiak, K., Bock, S.W., Scharnowski, F., Veit, R., Grodd, W., Goebel, R., Birbaumer, N. (2004) Principles of a brain-computer interface (BCI) based on real-time functional magnetic resonance imaging (fMRI). IEEE Trans Biomed Eng, 51, 966-970.


Goebel, R., Roebroeck, A., Kim, D.-S. & Formisano, E. (2003). Investigating directed cortical interactions in time-resolved fMRI data using vector autoregressive modeling and Granger causality mapping. Magnetic Resonance Imaging, 21, 1251-1261.

Kim, D.-S., Kim, M., Ronen, I., Formisano, E., Kim, K.H., Ugurbil, K., Mori, S. & Goebel, R. (2003). In vivo mapping of functional domains and axonal connectivity in cat visual cortex using magnetic resonance imaging. Magnetic Resonance Imaging, 21, 1131-1140.

Esposito, F., Seifritz, E., Formisano, E., Morrone, R., Scarabino, T., Tedeschi, G., Cirillo, S., Goebel, R. & Di Salle, F. (2003). Real-time independent component analysis of fMRI time-series. NeuroImage, 20, 2209-2224.

Linden D.E., Bittner, R.A., Muckli, L., Waltz, J.A., Kriegeskorte, N., Goebel, R., Singer, W. & Munk, M.H. (2003). Cortical capacity constraints for visual working memory: dissociation of fMRI load effects in a fronto-parietal network. NeuroImage, 20, 1518-1530.

Formisano, E., Kim, D.-S., Di Salle, F., van de Moortele, P.-F., Ugurbil, K. & Goebel, R. (2003). Mirror-symmetric tonotopic maps in human primary auditory cortex. Neuron, 40, 859-869.

Weiskopf, N., Veit, R., Erb, M., Mathiak, K., Grodd, W., Goebel, R. & Birbaumer, N. (2003). Physiological self-regulation of regional brain activity using real-time functional magnetic resonance imaging (fMRI): methodology and exemplary data. NeuroImage, 19, 577-586.

Schmidt, K.E., Linden, D.E., Goebel, R., Zanella, F.E., Lanfermann, H. & Zubcov, A.A. (2003). Striatal activation during blepharospasm revealed by fMRI. Neurology, 60, 1738-1743.

Formisano, E. & Goebel, R. (2003). Tracking cognitive processes with functional MRI mental chronometry. Current Opinion in Neurobiology, 13, 174-181.

Kriegeskorte, N., Sorger, B., Naumer, M., Schwarzbach, J., van den Boogert, E., Hussy, W. & Goebel, R. (2003). Human cortical object recognition from a visual motion flowfield. Journal of Neuroscience, 23, 1451-1463.


Castelo-Branco, M., Formisano, E., Backes, W., Zanella, F., Neuenschwander, S., Singer, W. & Goebel, R. (2002). Activity patterns in human motion-sensitive areas depend on the interpretation of global motion. Proc Natl Acad Sci USA, 99, 13914-13919.

Galuske, R.A., Schmidt, K.E., Goebel, R., Lomber, S.G. & Payne, B.R. (2002). The role of feedback in shaping neural representations in cat visual cortex. Proc Natl Acad Sci USA.

Prvulovic, D., Hubl, D., Sack, A.T., Melillo, L., Maurer, K., Frolich, L., Lanfermann, H., Zanella, F.E., Goebel, R., Linden, D.E., Dierks, T. (2002). Functional imaging of visuospatial processing in Alzheimer's disease. NeuroImage, 17, 1403-1414.

Formisano, E., Linden, D.E.J., Di Salle, F., Trojano, L., Esposito, F., Sack, A.T., Grossi, D., Zanella, F.E. & Goebel, R. (2002). Tracking the mind's image in the brain I: Time-resolved fMRI during visuospatial mental imagery. Neuron, 35, 185-194.

Sack, A., Sperling, J.M., Prvulovic, D., Formisano, E., Goebel, R., Di Salle, F., Dierks, T. & Linden D.E.J.  (2002). Tracking the mind's image in the brain II: Differential effects of repetitive transcranial magnetic stimulation of the right and left parietal lobe. Neuron, 35, 195-204.

Munk, M.E., Linden D.E., Muckli, L., Lanfermann, H., Zanella, F.E., Singer, W., & Goebel, R. (2002). Distributed cortical systems in visual short-term memory revealed by event-related functional magnetic resonance imaging. Cerebral Cortex, 12, 866-876.

Formisano, E., Esposito, F., Kriegeskorte, N., Tedeschi, G., Di Salle, F. & Goebel, R. (2002). Spatial independent component analysis of functional magnetic resonance imaging time-series: characterization of the cortical components. Neurocomputing, 49, 241-254.

Esposito, F., Formisano, E., Seifritz, E., Goebel, R., Morrone, R., Tedeschi, G. & Di Salle, F. (2002). Spatial independent component analysis of functional MRI time-series: To what extent do results depend on the algorithm used? Human Brain Mapping, 16, 146-157.

Muckli, L, Singer, W., Zanella, F.E. & Goebel, R. (2002). Integration of multiple motion vectors over space: A fMRI study of transparent motion perception. NeuroImage, 14, 843-856.

Muckli, L., Kriegeskorte, N., Lanfermann, H., Zanella, F.E., Singer, W. & Goebel, R. (2002). Apparent motion: Event-related functional magnetic resonance imaging of perceptual switches and states. J Neurosci, 22, RC219, 1-5. [Full Text]

Trojano, L., Grossi, D., Linden, D.E.J., Formisano, E., Goebel, R., Cirillo, S., Elefante, R., Di Salle, F. (2002). Coordinate and categorical judgements in spatial imagery. An fMRI study. Neuropsychologia, 40, 1666-1674.

Sack, A., Hubl, D., Prvulovic, D., Formisano, E., Jandl, M., Zanella, F.E., Maurer, K., Goebel, R., Dierks, T. & Linden, D.E. (2002). The experimental combination of rTMS and fMRI reveals the functional relevance of parietal cortex for visuospatial functions. Cognitive Brain Research, 13, 85-93.


Kriegeskorte, N. & Goebel, R. (2001). An efficient algorithm for topologically correct segmentation of the cortical sheet in anatomical MR volumes. NeuroImage, 14, 329-346

Vaughan, J.T., Garwood, M., Collins, C.M., Liu, W., DelaBarre, L., Adrainy, G., Andersen, P., Merkle, H., Goebel, R., Smith, M.B. & Ugurbil, K. (2001). 7T vs. 4T: RF power, homogeneity, and signal-to-noise comparison in head images. Magnetic Resonance in Medicine, 46, 24-30.

Goebel, R., Muckli, L., Zanella, F.E., Singer, W. & Stoerig, P. (2001). Sustained extrastriate cortical activation without visual awareness revealed by fMRI studies of hemianopic patients. Vision Research, 41, 1459-1474.

Fries, P., Neuenschwander, S., Engel, A.K., Goebel, R. & Singer, W. (2001). Rapid feature selective neuronal synchronization through correlated latency shifting. Nature Neuroscience, 4, 194-200.

Kleiser, R, Wittsack, J., Niedeggen, M., Goebel, R & Stoerig, P. (2001). Is V1 necessary for conscious vision in areas of relative cortical blindness? NeuroImage, 13, 654-661.

Di Salle, F., Formisano, E., Seifritz, E., Linden, D.E.J., Scheffler, K., Saulino, C., Tedeschi, G., Zanella, F.E., Pepino, A., Goebel, R., & Marciano, E. (2001). Functional fields in human auditory cortex revealed by time-resolved fMRI without interference of EPI noise. NeuroImage, 13, 328-338.

Brecht, M., Goebel, R., Singer, W. & Engel, A.K. (2001). Synchronization of visual responses in the superior colliculus of awake cats. NeuroReport, 12, 43-47.


Castelo-Branco, M., Goebel, R., Neuenschwander, S. & Singer, W. (2000). Neural synchrony correlates with transparency rules constraining visual surface segregation. Nature, 405, 685-689.

Kiebel, S., Goebel, R. & Friston, K. (2000). Characterization of functional observations using anatomically informed spatiotemporal basis functions, NeuroImage, 11, 656-667.

Trojano, L., Grossi, D., Linden, D.E.J., Formisano, E., Hacker, H., Zanella, F.E., Goebel, R. & Di Salle, F. (2000). Matching two imagined clocks: The functional anatomy of spatial analysis in the absence of visual stimulation. Cerebral Cortex, 10, 473-481.


Dierks, T., Linden, D.E.J., Jandl, M., Formisano, E., Goebel, R., Lanfermann, H., Singer,W. (1999). Activation of Heschl’s gyrus during auditory hallucinations. Neuron, 22, 615-621.

Di Salle, F., Formisano, E., Linden, D., Goebel, R., Bonavita, S., Pepino, A., Smaltino, F. & Tedeschi, G. (1999). Exploring brain function with Magnetic Resonance Imaging. European Journal of Radiology, 30, 84-94.

Linden, D.E.J., Kallenbach, U., Heinecke, A., Singer, W., & Goebel, R. (1999). The myth of upright vision. A psychophysical and functional imaging study of adaptation to inverting spectacles. Perception, 28, 469-481.

Linden, D.E.J., Prvulovic, D., Formisano, E., Völlinger, M., Zanella, F.E., Goebel, R. and Dierks, T. (1999). The functional neuroanatomy of target detection: An fMRI study of visual and auditory oddball tasks. Cerebral Cortex, 9, 815-823.

Dierks, T., Linden, D.E.J, Hertel, A., Günther, T., Lanfermann, H., Niesen, A., Frölich, L., Zanella, F.E., Hör, G., Goebel, R. Maurer, K. (1998). Multimodal imaging of residual function and compensatory resource allocation in cortical atrophy: a case study of parietal lobe function in a patient with Huntingtion’s disease. Psychiatry Research, 84, 27-35.

Goebel, R., Khorram-Sefat, D., Muckli, L., Hacker, H. and Singer, W. (1998) The constructive nature of vision: Direct evidence from fMRI studies of apparent motion and motion imagery. The European Journal of Neuroscience, 10, 1563-1573.

Goebel, R., Linden, D. E. J., Lanfermann, H., Zanella, F. E. and Singer, W. (1998). Functional imaging of mirror and inverse reading reveals separate coactivated networks for oculomotion and spatial transformations. NeuroReport, 9(4), 713-719.

Schmidt, K. E., Goebel, R., Löwel, S., & Singer, W. (1997). The perceptual grouping criterion of colinearity is reflected by anisotropies of connections in primary visual cortex. European Journal of Neuroscience, 9, 1083-1089.

Book Chapters

B Sorger, R Goebel (2020). Real-time fMRI for brain-computer interfacing. In: Ramsey NF, and Millán JDR, (eds). Brain-Computer Interfaces. San Diego: Elsevier BV, 168, 289-302.

Goebel, R, Esposito, F (2010). The Added Value of EEG-fMRI in Imaging Neuroscience. In Mulert, Christoph, Lemieux, Louis (Eds.), EEG – fMRI: Physiological Basis, Technique, and Applications, Springer.

Sorger, B., Reithler, J. & Goebel, R. (2010). Grundlagen hämodynamisch basierter Brain-Computer-Interfaces. In K.H. Pantke (Ed.), Mensch und Maschine: Wie Brain-Computer-Interfaces und andere Innovationen gelähmten Menschen kommunizieren helfen, Frankfurt am Main: Mabuse-Verlag, 55-71.

Sorger, B., Reithler, J. & Goebel, R. (2010). Einsatzmöglichkeiten hämodynamisch basierter Brain-Computer-Interfaces für Kommunikation und Umgebungskontrolle. In K.H. Pantke (Ed.), Mensch und Maschine: Wie Brain-Computer-Interfaces und andere Innovationen gelähmten Menschen kommunizieren helfen, Frankfurt am Main: Mabuse-Verlag, 73-89.

Goebel, R., De Weerd, P. (2009). Perceptual Filling-in: From Experimental Data to Neural Network Modeling. In: Gazzaniga, M.S., (Ed.), The Cognitive Neurosciences IV., MIT Press.

Kaas AL, Stoeckel MC, Goebel R. (2008). The Neural Bases of Haptic Working Memory. In: Martin Grunwald (Ed.), Human haptic perception: basics and applications., Birhäuser Verlag, Basel, Switzerland. ISBN: 978-3-7643-7611-6.

Goebel, R. (2007). Localization of brain activity using functional magnetic resonance imaging. In: Stippich C (Ed.), Clinical Functional MRI - Presurgical Functional Neuroimaging. Heidelberg: Springer.

Formisano, E., F. Di Salle & Goebel R. (2006). Fundamentals of data analysis methods in fMRI. In: Landini L, Positano V, Santarelli M.F. (Eds.) Advanced Image processing in magnetic resonance imaging.

Goebel, R. (2005). Chapters 2 (fMRI technical basics) and 3 (fMRI analysis basics) in: Walter H (ed) (2005) Funktionelle Bildgebung in Psychiatrie und Psychotherapie: Methodische Grundlagen und klinische Anwendungen. Stuttgart: Schattauer.

Goebel, R., Roebroeck, A., Kim, D.-S. & Formisano, E. (2004). Directed cortical interactions during dynamic sensory-motor mapping. In: N. Kanwisher & J. Duncan (Eds.), Functional Neuroimaging of Visual Cognition - Attention and Performance XX. New York: Oxford University Press.

Goebel, R., Muckli, L. & Kim, D.-S. (2003). The Visual System. In: G. Paxinos & J.K. Mai (Eds.), The Human Nervous System, 2nd Edition. New York: Academic Press.

Formisano, E., Esposito, F., Di Salle, F. & Goebel, R (2003). Combininig ICA and cortical surface reconstruction in functional MRI investigations of human brain functions, In: Amari S, Cichocki A, Makino S, Murata N (Eds.) ICA 2003, 307-312.

Goebel, R. & Indefrey, P. (2000). A recurrent network with short-term memory capacity learning the German -s plural. In: J. Murre & P. Broeder (Eds.), Models of Language Acquisition. New York: Oxford University Press, pp. 177-200.

Goebel, R., Muckli, L. and Singer, W. (1999). Motion perception and motion imagery: New evidence of constructive brain processes from functional magnetic resonance imaging studies. In: A.D. Frederici & R. Menzel (Eds.), Learning: Rule extraction and representation. Berlin, New York: de Gruyter.

Goebel, R. (1999). Einblicke ins Gehirn. In: Jahrbuch des Wissenschaftskollegs zu Berlin.

Betz, H., Goebel, R. and Jentsch, Th. (1997) Neurowissenschaften. In: Deutsche Forschungsgemeinschaft - Perspektiven der Forschung und ihrer Förderung. Weinheim: Wiley-VCH.

Goebel, R. (1997). BrainVoyager: Ein Programm zur Analyse und Visualisierung von Magnetresonanztomographiedaten. In T. Plesser, P. Wittenburg (Hrsg.), Forschung und wissenschaftliches Rechnen. Beiträge zum Heinz-Billing-Preis 1996. GWDG-Bericht. Göttingen: Gesellschaft für wissenschaftliche Datenverarbeitung mbH.

Murre, J. & Goebel, R (1996). Connectionist models. In: T. Dijkstra & K. De Smedt (Eds.), Computational Psycholinguistics. London: Taylor & Francis, 49-81.

Goebel, R. (1995). Neurolator - Ein Programm zur Simulation neuronaler Netzwerke. In T. Plesser, P. Wittenburg (Hrsg.), Forschung und wissenschaftliches Rechnen. Beiträge zum Heinz-Billing-Preis 1994. GWDG-Bericht Nr. 40. Göttingen: Gesellschaft für wissenschaftliche Datenverarbeitung mbH, 13-36.

Goebel, R. (1995). The role of visual perception, selective attention, and short-term memory for symbol manipulation: A neural network model that learns to evaluate simple LISP expressions. In: K.F. Wender, F. Schmalhofer & H.-D. Boecker (Eds.), Cognition and Computer Programming. Norwood, NJ: Ablex Publishing Corporation.

Goebel, R (1994). Synchrone Oszillationen in visuellen Systemen und in neuronalen Netzwerk-Modellen. In: I. Duwe, F. Kurfeß, G. Paaß, G. Palm, H. Ritter & S. Vogel (Hrsg.), Konnektionismus und Neuronale Netze: Beiträge zur HeKoNN94.

Goebel, R & Vorberg, D. (1992). Ein Simulationsmodell für das Lösen rekursiver Programmierprobleme. In K. Reiss, M. Reiss, und H. Spandl (Hrsg.). Maschinelles Lernen. Modellierung von Lernen mit Maschinen. Springer Verlag.

Selected Conference Proceedings

Bittner R, Seitz A, Hahn P, Raspor E, Novak C, Linden D, Goebel R, Reif A (2017). Reduced spatial variability in cortical working memory networks after macro-anatomical alignment–Converging evidence from multiple fMRI studies. Clinical Neurophysiology, 128, e306.

Kim KH, Ronen I, Formisano E, Goebel R, Ugurbil K, Kim DS (2004). Robust fiber tracking method by vector selection criterion in diffusion tensor images. Conf Proc IEEE Eng Med Biol Soc., 2, 1080-1083.

Goebel, R. (2000). A fast automated method for flattening cortical surfaces. NeuroImage, 11, S680.

Naumer, M., Milene, B., Grether, M., Muckli, L., Engel, A.K., Zanella, F.E., Singer, W., and Goebel, R. (2000). Three-dimensional structure-from-motion activates shape-specific areas in the ventral visual processing stream. NeuroImage, 11, S691.

Goebel, R. & Singer, W. (1999). Cortical surface-based statistical analysis of functional magnetic resonance imaging data. NeuroImage.

Kiebel, S., Goebel, R. & Friston, K. (1999). Characterization of Functional Observations using Anatomically Informed Spatiotemporal Basis Functions. NeuroImage, Supplement.

Scherg, M, Linden, D.E.J., Muckli, L., Roth, R., Drüen, K., Ille, N., Zanella, FE., Singer, W. & Goebel, R. (1999). Combining MEG with fMRI in Studies of the Human Visual System. In: Yoshimoto, T., Kotani, M., Karibe, H., Nakasato, N. (eds.). Recent Advances in Biomagnetism. Sendai: Tohoku University Press.

Goebel, R. (1997). Biologically inspired neurons and networks: The functional role of temporal coding. In: Proceedings of the 6th International Conference on Microelectronics for Neural Networks, Evolutionary & Fuzzy Systems.

Westermann, G. & Goebel, R. (1995). Connectionist Rules of Language. In: Proceedings of the Seventeenth Annual Conference of the Cognitive Science Society. Hillsdale, NJ: Erlbaum.

Goebel, R. (1993). Perceiving complex visual scenes: An oscillator neural network model that integrates selective attention, perceptual organisation, and invariant recognition. In C.L. Giles, S.J. Hanson, and J.D. Cowan (Eds.), Advances in Neural Information Processing Systems 5. San Mateo, CA: Morgan Kaufmann Publishers.

Indefrey, P. & Goebel, R. (1993). The Learning of Weak Noun Declension in German: Children vs. Artificial Neural Networks. In: Proceedings of the Fifteenth Annual Conference of the Cognitive Science Society (pp. 575-580). Hillsdale, NJ: Erlbaum.

Goebel, R. (1990). Learning Symbol Processing with Recurrent Networks. In: R. Eckmiller, G. Hartmann & G. Hauske (Eds.), Parallel Processing in Neural Systems and Computers. Amsterdam: Elsevier.

Goebel, R. (1990). A connectionist approach to high-level cognitive modeling. In: Proceedings of the Twelfth Annual Conference of the Cognitive Science Society, Cambridge, MA., 852-859.

Goebel, R. (1990c). Binding, Episodic Short-Term Memory, and Selective Attention, Or Why are PDP Models Poor at Symbol Manipulation? In D.S. Touretzky, J.L. Elman, T.J. Sejnowski, & G.E. Hinton (Eds.), Connectionist Models. Proceedings of the 1990 Summer School (pp. 253-264). San Mateo: Morgan Kaufman. (Heinz-Maier-Leibnitz Advancement Award 1993 in cognitive science)