Seemann, J., Daghsen, L., Cazier, M., Lamy, J.-C., Welter, M.-L., Giese, M. A. et al. (2024). Digital gait measures capture 1-year progression in early-stage spinocerebellar ataxia type 2. Movement disorders : official journal of the Movement Disorder Society.
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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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)..
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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..
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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..
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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. .
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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).
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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.
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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.
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Lang, J., Giese, M. A., Ilg, W. & Otte, S. (2023). Generating Sparse Counterfactual Explanations For Multivariate Time Series. ICANN 2023.
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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.
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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.
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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.
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Ramachandra, V., Giese, M. A. & Benali, A. (2022). The Effects of Low-Intensity Repetitive Transcranial Magnetic Stimulation on White Matter Plasticity and Depression. .
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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.
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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.
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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.
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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.
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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.
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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.
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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..
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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.
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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.
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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.
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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.
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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.
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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.
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Salatiello, A., Hovaidi-Ardestani, M. & Giese, M. A. (2021). A Dynamical Generative Model of Social Interactions. Frontiers in Neurorobotics, 15, 62.
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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.
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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).
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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).
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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).
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