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Christensen, A., Taubert, N., in ’t Veld, E. M., de Gelder, B. & Giese, M. A. (2024). Perceptual encoding of emotions in interactive bodily expressions. iScience. VOLUME 27, ISSUE 1, 108548, JANUARY 19, 2024. [More] [Bibtex]
Laßmann, C., Ilg, W., Rattay, T. W., Schöls, L., Giese, M. A. & Haeufle, D. F. (2023). Dysfunctional neuro-muscular mechanisms explain gradual gait changes in prodromal spastic paraplegia. Journal of NeuroEngineering and Rehabilitation. Jul 15;20(1):90. [More] [Bibtex]
Stettler, M., Lappe, A., Taubert, N. & Giese, M. A. (2023). Multi-Domain Norm-referenced Encoding Enables Data Efficient Transfer Learning of Facial Expression Recognition. arXiv preprint arXiv:2304.02309. [More] [Bibtex]
Bognár, A., Raman, R., Taubert, N., Li, B., Zafirova, Y., Giese, M. A. et al. (2023). The contribution of dynamics to macaque body and face patch responses. NeuroImage, 269. [More] [Bibtex]
Barliya, A., Krausz, N., Naaman, H., Chiovetto, E., Flash, T. & Giese, M. A. (2023). Human Arm Redundancy - A New Approach for the Inverse Kinematics Problem. bioRxiv. [More] [Bibtex]
Li, B., Solanas, M. P., Marrazzo, G., Raman, R., Taubert, N., Giese, M. A. et al. (2023). A large-scale brain network of species-specific dynamic human body perception. Progress in Neurobiology, 221. [More] [Bibtex]
Benali, A., Ramachandra, V., Oelterman, A., Schwarz, C. & Giese, M. A. (2023). Is it possible to separate intra-cortical evoked neural dynamics from peripheral evoked potentials during transcranial magnetic stimulation?. Brain Stimulation, 16, 162. [More] [Bibtex]
St-Amand, J. & Giese, M. A. (2023). Variable Selection in GPDMs Using the Information Bottleneck Method. 37th Conference on Neural Information Processing Systems (NeurIPS 2023).. [More] [Bibtex]
Raman, R., Bognar, A., Nejad, G. G., Taubert, N., Giese, M. A. & Vogels, R. (2023). Bodies in motion: Unraveling the distinct roles of motion and shape in dynamic body responses in the temporal cortex. Cell Rep. 2023 Dec 26; 42(12): 113438.. [More] [Bibtex]
Giese, M. A., Bognar, A. & Vogels, R. (2023). Neurodynamical model for IT responses during the anorthoscopic perception of bodies. Journal of Vision August 2023, Vol.23, 5496.. [More] [Bibtex]
Thierfelder, A., Severitt, B., Klein, C. S., Alt, A. K., Hollmann, K., Bulling, A. et al. (2023). Gaze behaviour in adolescents with obsessive-compulsive disorder during exposure within cognitive-behavioural therapy. . [More] [Bibtex]
Seemann, J., Traschütz, A., Ilg, W. & Ilg, W. (2023). 4‐Aminopyridine improves real‐life gait performance in SCA27B on a single‐subject level: a prospective n‐of‐1 treatment experience. Journal of Neurology (published online 13 July 2023). [More] [Bibtex]
Kumar, P., Taubert, N., Raman, R., Bognár, A., Nejad, G., Vogels, R. et al. (2023). Neurodynamical Model of the Visual Recognition of Dynamic Bodily Actions from Silhouettes. ICANN 2023. [More] [Bibtex]
Seemann, J., Loris, T., Weber, L., Synofzik, M., Giese, M. A. & Ilg, W. (2023). One Hip Wonder: 1D-CNNs Reduce Sensor Requirements for Everyday Gait Analysis. ICANN 2023. [More] [Bibtex]
Lang, J., Giese, M. A., Ilg, W. & Otte, S. (2023). Generating Sparse Counterfactual Explanations For Multivariate Time Series. ICANN 2023. [More] [Bibtex]
Nemeth, A., Antoniades, C., Dukart, J., Minnerop, M., Rentz, C., Schuman, B.-J. et al. (2023). Using Smartphone Sensors for Ataxia Trials: Consensus Guidance by the Ataxia Global Initiative Working Group on Digital-Motor Biomarkers. The Cerebellum, 1-12. [More] [Bibtex]
Ilg, W., Milne, S., Schmitz‑Hübsch, T., Alcock, L., Beichert, L., Bertini, E. et al. (2023). Quantitative Gait and Balance Outcomes for Ataxia Trials: Consensus Recommendations by the Ataxia Global Initiative Working Group on Digital-Motor Biomarkers. The Cerebellum. [More] [Bibtex]
Primbs, J., Ilg, W., Thierfelder, A., Severitt, B., Hohnecker, C. S., Alt, A. K. et al. (2022). The SSTeP-KiZ System—Secure Real-Time Communication Based on Open Web Standards for Multimodal Sensor-Assisted Tele-Psychotherapy. Sensors, 22(24), 9589. [More] [Bibtex]
Benali, A., Tsutsui, K.-I., Sekino, M. & Pfeiffer, F. (2022). Editorial: Brain stimulation: From basic research to clinical use. Frontiers in Human Neuroscience, 16. [More] [Bibtex]
Ramachandra, V., Giese, M. A. & Benali, A. (2022). The Effects of Low-Intensity Repetitive Transcranial Magnetic Stimulation on White Matter Plasticity and Depression. Biological Psychiatry Global Open Science, 2(2), 92-94. [More] [Bibtex]
Cabaraux, P., Agrawal, S. K., Cai, H., Calabro, R. S., Cassali, C., Ilg, W. et al. (2022). Consensus Paper: Ataxic Gait. Cerebellum, 21(2). [More] [Bibtex]
Thierfelder, A., Seemann, J., John, N., Harmuth, F., Giese, M. A., Schüle, R. et al. (2022). Real-Life Turning Movements Capture Subtle Longitudinal and Preataxic Changes in Cerebellar Ataxia. Movement Disorders. [More] [Bibtex]
Petrasch-Parwez, E., Schöbel, A., Benali, A., Moinfar, Z., Förster, E., Br\, M. et al. (2022). Correction to: Lateralization of~increased density of~Iba1-immunopositive microglial cells in~the~anterior midcingulate cortex of~schizophrenia and~bipolar disorder (European Archives of Psychiatry and Clinical Neuroscience, (2020), 270, 7, (819-828), 10.1. European Archives of Psychiatry and Clinical Neuroscience, 272(1), 171. [More] [Bibtex]
Ramachandra, V., Giese, M. A. & Benali, A. (2022). The Effects of Low-Intensity Repetitive Transcranial Magnetic Stimulation on White Matter Plasticity and Depression. . [More] [Bibtex]
Chiovetto, E., Salatiello, A., D'Avella, A. & Giese, M. A. (2022). Toward a unifying framework for the modeling and identification of motor primitives. Frontiers in computational neuroscience, 16 926345. [More] [Bibtex]
Laßmann, C., Ilg, W., Rattay, T. W., Schöls, L., Giese, M. A. & Haeufle, D. (2022). Dysfunctional neuro-muscular1 mechanisms explain gradual gait2 changes in prodromal spastic3 paraplegia. medRxiv 2022. [More] [Bibtex]
Ilg, W., Müller, B., Faber, J., van Gaalen, J., Hengel, H., Vogt, I. R. et al. (2022). Digital gait biomarkers, but not clinical ataxia scores, allow to capture 1-year longitudinal change in Spinocerebellar ataxia type 3 (SCA3). Movement Disorders 2022. [More] [Bibtex]
Laßmann, C., Ilg, W., Schneider, M., Völker, M., Haeufle, D., Schüle, R. et al. (2022). Specific gait changes in prodromal hereditary spastic paraplegia type 4 - preSPG4 study. Movement Disorders 2022. [More] [Bibtex]
Hörner, M., Groh, J., Klein, D., Ilg, W., Schöls, L., Dos Santos, S. et al. (2022). CNS-associated T-lymphocytes in a mouse model of Hereditary Spastic Paraplegia type 11 (SPG11) are therapeutic targets for established immunomodulators.. Experimental Neurology. Sep;355:114119.. [More] [Bibtex]
Thierfelder, A., Primbs, J., Severitt, B., Hohnecker, C. S., Kühnhausen, J., Alt, A. K. et al. (2022). Multimodal sensor-based identification of stress and compulsive actions in children with obsessive-compulsive disorder for telemedical treatment. 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. [More] [Bibtex]
Benali, A., Li, B., Ramachandra, V., Oeltermann, A., Giese, M. & Cornelius, S. (2021). Deciphering the dynamics of neuronal activity evoked by transcranial magnetic stimulation. Brain Stimulation, 14(6), 1745. [More] [Bibtex]
Lang, J., Giese, M. A., Synofzik, M., Ilg, W. & Otte, S. (2021). Early Recognition of Ball Catching Success in Clinical Trials with RNN-Based Predictive Classification.. - ICANN 2021 30th International Conference on Artificial Neural Networks. [More] [Bibtex]
Taubert, N., Stettler, M., Siebert, R., Spadacenta, S., Sting, L., Dicke, P. et al. (2021). Shape-invariant encoding of dynamic primate facial expressions in human perception. eLife. [More] [Bibtex]
Giese, M. A., Mukovskiy, A., Hovaidi-Ardestani, M., Salatiello, A. & Stettler, M. (2021). Neurophysiologically-inspired model for social interactions recognition from abstract and naturalistic stimuli. Journal of Vision September 2021, Vol.21, 2434.. [More] [Bibtex]
Salatiello, A. & Giese, M. A. (2021). Continuous Decoding of Daily-Life Hand Movements from Forearm Muscle Activity for Enhanced Myoelectric Control of Hand Prostheses.. Proceedings of the 2021 IEEE International Joint Conference on Neural Networks, 1-8. [More] [Bibtex]
Thierfelder, A., Seemann, J., John, N., Giese, M. A., Schöls, L., Timman, D. et al. (2021). Turning movements in real life capture subtle longitudinal and preataxic changes in cerebellar ataxia. bioRxiv. [More] [Bibtex]
Mukovskiy, A., Ardestani, M. H., Salatiello, A., Stettler, M. & Giese, M. A. (2021). Physiologically-inspired neural model for social interactions recognition from abstract and naturalistic stimuli.. Journal of Vision December 2022, Vol.22, 3610. [More] [Bibtex]
Salatiello, A. & Giese, M. A. (2021). Unsupervised identification of space-, time-, and action-dependent latent factors underlying muscle activity during reaching. 30th Annual Computational Neuroscience Meeting. [More] [Bibtex]
Salatiello, A. & Giese, M. A. (2021). Continuous Decoding of Daily-Life Hand Movements from Forearm Muscle Activity for Enhanced Myoelectric Control of Hand Prostheses. arXiv preprint. [More] [Bibtex]
Taubert, N. & Giese, M. A. (2021). Hierarchical Deep Gaussian Processes Latent Variable Model via Expectation Propagation. Artificial Neural Networks and Machine Learning – ICANN 2021 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14-17, 2021, Proceedings, Part I. Springer, Berlin. [More] [Bibtex]
Salatiello, A., Hovaidi-Ardestani, M. & Giese, M. A. (2021). A Dynamical Generative Model of Social Interactions. Frontiers in Neurorobotics, 15, 62. [More] [Bibtex]
Gomes, C. A., Steiner, K. M., Ludolph, N., Spisak, T., Ernst, T. M., Mueller, O. et al. (2021). Resection of cerebellar tumours causes widespread and functionally relevant white matter impairments. Hum Brain Mapp. Online ahead of print.. [More] [Bibtex]
Petrasch-Parwez, E., Schöbel, A., Benali, A., Moinfar, Z., Förster, E., Brüne, M. et al. (2020). Lateralization of increased density of Iba1-immunopositive microglial cells in the anterior midcingulate cortex of schizophrenia and bipolar disorder. European Archives of Psychiatry and Clinical Neuroscience, 270(7), 819-828. [More] [Bibtex]
Pomper, J. K., Spadacenta, S., Bunjes, F., Arnstein, D., Giese, M. A. & Thier, P. (2020). Representation of the observer's predicted outcome value in mirror and nonmirror neurons of macaque F5 ventral premotor cortex. J Neurophysiol, 124(3), 941-961. [More] [Bibtex]
Taubert, N., St-Amand, J., Kumar, P., Gizzi, L. & Giese, M. A. (2020). Reactive Hand Movements from Arm Kinematics and EMG Signals Based on Hierarchical Gaussian Process Dynamical Models. Artificial Neural Networks and Machine Learning – ICANN 2020 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part I. Springer, Berlin(127-140). [More] [Bibtex]
Salatiello, A. & Giese, M. A. (2020). Recurrent Neural Network Learning of Performance and Intrinsic Population Dynamics from Sparse Neural Data. Artificial Neural Networks and Machine Learning – ICANN 2020 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part I. Springer, Berlin(874-886). [More] [Bibtex]
Stettler, M., Taubert, N., Azizpour, T., Siebert, R., Spadacenta, S., Dicke, P. et al. (2020). Physiologically-inspired Neural Circuits for the Recognition of Dynamic Faces. Artificial Neural Networks and Machine Learning – ICANN 2020 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15–18, 2020, Proceedings, Part I. Springer, Berlin(168-179). [More] [Bibtex]
Ilg, W. & Timmann, D. (2020). General Management of Cerebellar Disorders. An Overview. In: Manto M., Gruol D., Schmahmann J., Koibuchi N., Sillitoe R. (eds) Handbook of the Cerebellum and Cerebellar Disorders.Springer, Cham, 1-28. [More] [Bibtex]
Rauscher, M., Yavari, F., Batsikadze, G., Ludolph, N., Ilg, W., Nitsche, M. et al. (2020). Lack of Cerebellar tDCS Effects on Learning of a Complex Whole Body Dynamic Balance Task in Middle-Aged (50-65 Years) Adults. Neurol. Res. Pract. 2, 38. [More] [Bibtex]
Pfeiffer, F. & Benali, A. (2020). Could non-invasive brain-stimulation prevent neuronal degeneration upon ion channel re-distribution and ion accumulation after demyelination?. Neural Regeneration Research, 15(11), 1977-1980. [More] [Bibtex]

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