Research

Year: 2021

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.
Continuous Decoding of Daily-Life Hand Movements from Forearm Muscle Activity for Enhanced Myoelectric Control of Hand Prostheses
Abstract:

State-of-the-art motorized hand prostheses are endowed with actuators able to provide independent and proportional control of as many as six degrees of freedom (DOFs). The control signals are derived from residual electromyographic (EMG) activity, recorded concurrently from relevant forearm muscles. Nevertheless, the functional mapping between forearm EMG activity and hand kinematics is only known with limited accuracy. Therefore, no robust method exists for the reliable computation of control signals for the independent and proportional actuation of more than two DOFs. A common approach to deal with this limitation is to pre-program the prostheses for the execution of a restricted number of behaviors (e.g., pinching, grasping, and wrist rotation) that are activated by the detection of specific EMG activation patterns. However, this approach severely limits the range of activities users can perform with the prostheses during their daily living. In this work, we introduce a novel method, based on a long short-term memory (LSTM) network, to continuously map forearm EMG activity onto hand kinematics. Critically, unlike previous work, which often focuses on simple and highly controlled motor tasks, we tested our method on a dataset of activities of daily living (ADLs): the KIN-MUS UJI dataset. To the best of our knowledge, ours is the first reported work on the prediction of hand kinematics that uses this challenging dataset. Remarkably, we show that our network is able to generalize to novel untrained ADLs. Our results suggest that the presented method is suitable for the generation of control signals for the independent and proportional actuation of the multiple DOFs of state-of-the-art hand prostheses.

Research Areas: Uncategorized
Type of Publication: Article
Journal: arXiv preprint
Year: 2021
Full text: Online version
Salatiello, A., Hovaidi-Ardestani, M. & Giese, M. A. (2021). A Dynamical Generative Model of Social Interactions. Frontiers in Neurorobotics, 15, 62.
A Dynamical Generative Model of Social Interactions
Abstract:

The ability to make accurate social inferences makes humans able to navigate and act in their social environment effortlessly. Converging evidence shows that motion is one of the most informative cues in shaping the perception of social interactions. However, the scarcity of parameterized generative models for the generation of highly-controlled stimuli has slowed down both the identification of the most critical motion features and the understanding of the computational mechanisms underlying their extraction and processing from rich visual inputs. In this work, we introduce a novel generative model for the automatic generation of an arbitrarily large number of videos of socially interacting agents for comprehensive studies of social perception. The proposed framework, validated with three psychophysical experiments, allows generating as many as 15 distinct interaction classes. The model builds on classical dynamical system models of biological navigation and is able to generate visual stimuli that are parametrically controlled and representative of a heterogeneous set of social interaction classes. The proposed method represents thus an important tool for experiments aimed at unveiling the computational mechanisms mediating the perception of social interactions. The ability to generate highly-controlled stimuli makes the model valuable not only to conduct behavioral and neuroimaging studies, but also to develop and validate neural models of social inference, and machine vision systems for the automatic recognition of social interactions. In fact, contrasting human and model responses to a heterogeneous set of highly-controlled stimuli can help to identify critical computational steps in the processing of social interaction stimuli.

Authors: Salatiello, Alessandro; Hovaidi-Ardestani, M. Giese, Martin A.
Research Areas: Uncategorized
Type of Publication: Article
Full text: Online version
Stettler, M., Taubert, N., Siebert, R., Spadacenta, S., Dicke, P., Thier, P. et al (2021). Neural models for the (cross-species) recognition of dynamic facial expressions. Göttingen Meeting of the German Neuroscience Society 2021, Germany .
Neural models for the (cross-species) recognition of dynamic facial expressions
Authors: Stettler, Michael; Taubert, Nick; Siebert, Ramona Spadacenta, Silvia Dicke, Peter Thier, Peter Giese, Martin A.
Research Areas: Uncategorized
Type of Publication: In Collection
JRESEARCH_BOOK_TITLE: Göttingen Meeting of the German Neuroscience Society 2021, Germany
Full text: PDF
Stettler, M., Taubert, N., Siebert, R., Spadacenta, S., Dicke, P., Thier, P. et al (2021). Neural models for the cross-species recognition of dynamic facial expressions. VSS 2021, May 21-26 .
Neural models for the cross-species recognition of dynamic facial expressions
Authors: Stettler, Michael; Taubert, Nick; Siebert, Ramona Spadacenta, Silvia Dicke, Peter Thier, Peter Giese, Martin A.
Research Areas: Uncategorized
Type of Publication: In Collection
Full text: PDF
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..
Resection of cerebellar tumours causes widespread and functionally relevant white matter impairments
Authors: Gomes, Carlos Alexandre Steiner, Katharina M Ludolph, Nicolas Spisak, Tamas Ernst, Thomas M Mueller, Oliver Göricke, Sophia L Labrenz, Franziska Ilg, Winfried; Axmacher, Nikolai Timmann, Dagmar
Research Areas: Uncategorized
Type of Publication: Article
Full text: Online version
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.. Göttingen Meeting of the German Neuroscience Society.
Physiologically-inspired neural model for social interactions recognition from abstract and naturalistic stimuli.
Research Areas: Uncategorized
Type of Publication: Article
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.
Unsupervised identification of space-, time-, and action-dependent latent factors underlying muscle activity during reaching
Research Areas: Uncategorized
Type of Publication: Article

Year: 2020

Vogel, A. P., Magee, M., Torres-Vega, R., Medrano-Montero, J., Cyngler, M. P., Kruse, M. et al. (2020). Features of speech and swallowing dysfunction in pre-ataxic spinocerebellar ataxia type 2. Neurology, 95(2):e194-e205.
Features of speech and swallowing dysfunction in pre-ataxic spinocerebellar ataxia type 2
Authors: Vogel, Adam P. Magee, Michelle Torres-Vega, Reidenis Medrano-Montero, Jacqueline Cyngler, Melissa P. Kruse, Megan Rojas, Sandra Cubillos, Sebastian Contreras Canento, Tamara Maldonado, Fernanda Vazquez-Mojena, Yaimee Ilg, Winfried; Rodríguez-Labrada, Roberto Velázquez-Pérez, Luis Synofzik, Matthis
Type of Publication: Article
Full text: Online version
Steiner, K. M., Thier, W., Batsikadze, G., Ludolph, N., Ilg, W. & Timmann, D. (2020). Lack of effects of a single session of cerebellar transcranial direct current stimulation (tDCS) in a dynamic balance task. Journal of Neurology, 267, pages1206–1208(2020).
Lack of effects of a single session of cerebellar transcranial direct current stimulation (tDCS) in a dynamic balance task
Authors: Steiner, K. M. Thier, W. Batsikadze, G. Ludolph, N. Ilg, Winfried; Timmann, D.
Type of Publication: Article
Full text: PDF | Online version
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.
Representation of the observer's predicted outcome value in mirror and nonmirror neurons of macaque F5 ventral premotor cortex
Authors: Pomper, Joern K Spadacenta, Silvia Bunjes, Friedemann Arnstein, Daniel Giese, Martin A.; Thier, Peter
Type of Publication: Article
Full text: Online version
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).
Reactive Hand Movements from Arm Kinematics and EMG Signals Based on Hierarchical Gaussian Process Dynamical Models
Type of Publication: Article
Full text: Online version
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).
Physiologically-inspired Neural Circuits for the Recognition of Dynamic Faces
Authors: Stettler, Michael; Taubert, Nick; Azizpour, Tahereh Siebert, Ramona Spadacenta, Silvia Dicke, Peter Thier, Hans Peter Giese, Martin A.
Type of Publication: Article
Full text: Online version
Ardestani, M. H., Mukovskiy, A., Stettler, M., Saini, N. & Giese, M. A (2020). Physiologically-inspired neural model for the visual recognition of social interactions from abstract and natural stimuli. VSS 2020, 19-24 Jun .
Physiologically-inspired neural model for the visual recognition of social interactions from abstract and natural stimuli
Authors: Ardestani, Mohammad Hovaidi Mukovskiy, Albert; Stettler, Michael; Saini, Nitin Giese, Martin A.
Type of Publication: In Collection
Siebert, R., Taubert, N., Spadacenta, S., Dicke, P. W., Giese, M. A. & Thier, P. (2020). A naturalistic dynamic monkey head avatar elicits species-typical reactions and overcomes the uncanny valley. ENEURO.0524-19.2020.
A naturalistic dynamic monkey head avatar elicits species-typical reactions and overcomes the uncanny valley
Authors: Siebert, Ramona Taubert, Nick; Spadacenta, Silvia Dicke, Peter W. Giese, Martin A.; Thier, Peter
Type of Publication: Article
Full text: Online version
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.
Could non-invasive brain-stimulation prevent neuronal degeneration upon ion channel re-distribution and ion accumulation after demyelination?
Abstract:

Fast and efficient transmission of electrical signals in the nervous system is mediated through myelinated nerve fibers. In neuronal diseases such as multiple sclerosis, the conduction properties of axons are disturbed by the removal of the myelin sheath, leaving nerve cells at a higher risk of degenerating. In some cases, the protective myelin sheath of axons can be rebuilt by remyelination through oligodendroglial cells. In any case, however, changes in the ion channel organization occur and may help to restore impulse conduction after demyelination. On the other hand, changes in ion channel distribution may increase the energy demand of axons, thereby increasing the probability of axonal degeneration. Many attempts have been made or discussed in recent years to increase remyelination of affected axons in demyelinating diseases such as multiple sclerosis. These approaches range from pharmacological treatments that reduce inflammatory processes or block ion channels to the modulation of neuronal activity through electrical cortical stimulation. However, these treatments either affect the entire organism (pharmacological) or exert a very local effect (electrodes). Current results show that neuronal activity is a strong regulator of oligodendroglial development. To bridge the gap between global and very local treatments, non-invasive transcranial magnetic stimulation could be considered. Transcranial magnetic stimulation is externally applied to brain areas and experiments with repetitive transcranial magnetic stimulation show that the neuronal activity can be modulated depending on the stimulation parameters in both humans and animals. In this review, we discuss the possibilities of influencing ion channel distribution and increasing neuronal activity by transcranial magnetic stimulation as well as the effect of this modulation on oligodendroglial cells and their capacity to remyelinate previously demyelinated axons. Although the physiological mechanisms underlying the effects of transcranial magnetic stimulation clearly need further investigations, repetitive transcranial magnetic stimulation may be a promising approach for non-invasive neuronal modulation aiming at enhancing remyelination and thus reducing neurodegeneration

Authors: Pfeiffer, F. Benali, Alia
Type of Publication: Article
Full text: PDF | Online version
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).
Recurrent Neural Network Learning of Performance and Intrinsic Population Dynamics from Sparse Neural Data
Research Areas: Uncategorized
Type of Publication: Article
Full text: Online version
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.
General Management of Cerebellar Disorders
Authors: Ilg, Winfried; Timmann, Dagmar
Research Areas: Uncategorized
Type of Publication: Article
Full text: Online version
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.
Lack of Cerebellar tDCS Effects on Learning of a Complex Whole Body Dynamic Balance Task in Middle-Aged (50-65 Years) Adults
Authors: Rauscher, Manuel Yavari, Fatemeh Batsikadze, Giorgi Ludolph, Nicolas Ilg, Winfried; Nitsche, Michael Timmann, Dagmar Steiner, Katharina Marie
Research Areas: Uncategorized
Type of Publication: Article
Full text: Online version
Petrasch-Parwez, E., Schöbel, A., Benali, A., Moinfar, Z., Förster, E., Br\"une, M. et al. (2020). Lateralization of increased density of Iba1-immunopositive microglial cells in the anterior midcingulate cortex of schizophrenia and bipolar disorder. Eur Arch Psychiatry Clin Neurosci. 2020, Online ahead of print, 270(7), 819-828.
Lateralization of increased density of Iba1-immunopositive microglial cells in the anterior midcingulate cortex of schizophrenia and bipolar disorder
Abstract:

There is increasing evidence from genetic, biochemical, pharmacological, neuroimaging and post-mortem studies that immunological dysregulation plays a crucial role in the pathogenesis of psychoses. The involvement of microglia in schizophrenia and bipolar disorder (BD) has remained controversial, however, since results from various post-mortem studies are still inconclusive. Here, we analyzed the estimated density of microglia of age-matched individuals with schizophrenia (n=17), BD (n=13), and non-psychiatric control subjects (n=17) in the anterior midcingulate cortex (aMCC), a brain area putatively involved in the pathogenesis of psychoses, using ionized calcium binding adaptor molecule 1 (Iba1)—immunohistochemistry. The microglial cells displayed a homogenously distributed Iba1—staining pattern in the aMCC with slightly varying activation states in all three groups. The estimated microglial densities did not difer signifcantly between individuals with schizophrenia, BD and control subjects. Remarkably, when both hemispheres were investigated separately within the three groups, the density was signifcantly lateralized towards the right aMCC in schizophrenia (p=0.01) and—even more evident—in BD subjects (p=0.008). This left–right lateralization was not observed in the control group (p=0.52). Of note, microglial density was signifcantly lower in BD individuals who did not commit suicide compared with BD individuals who died from suicide (p=0.002). This diference was not observed between individuals with BD who committed suicide and controls. The results, tentatively interpreted, suggest a hitherto unknown increased lateralization of microglial density to the right hemisphere in both psychiatric groups. If confrmed in independent samples, lateralization should be considered in all post-mortem studies on microglia. Density diferences between suicide and non-suicide individuals needs further elucidation.

Authors: Petrasch-Parwez, E. Schöbel, A. Benali, Alia; Moinfar, Z. Förster, E. Br\"une, M. Juckel, G.
Research Areas: Uncategorized
Type of Publication: Article
Full text: PDF | Online version
Taubert, N., Stettler, M., Sting, L., Siebert, R., Spadacenta, S., Dicke, P. et al (2020). Cross-species diferences in the perception of dynamic facial expressions. VSS 2020, 19-24 Jun .
Cross-species diferences in the perception of dynamic facial expressions
Authors: Taubert, Nick; Stettler, Michael; Sting, Louisa Siebert, Ramona Spadacenta, Silvia Dicke, Peter Thier, Hans-Peter Giese, Martin A.
Research Areas: Uncategorized
Type of Publication: In Collection
Full text: PDF
Stettler, M. & Giese, M. A (2020). Physiologically-inspired Neural Circuits for the Recognition of Dynamic Faces. ICANN 2020 .
Physiologically-inspired Neural Circuits for the Recognition of Dynamic Faces
Research Areas: Uncategorized
Type of Publication: In Collection
Salatiello, A. & Giese, M. A (2020). Recurrent Neural Network Learning of Performance and Intrinsic Population Dynamics from Sparse Neural Data. ICANN2020, arXiv:2005.02211v1 [q-bio.NC] .
Recurrent Neural Network Learning of Performance and Intrinsic Population Dynamics from Sparse Neural Data
Research Areas: Uncategorized
Type of Publication: In Collection
Full text: PDF
Ilg, W., Seemann, J., Giese, M. A., Trasch\"utz, A., Schöls, L., Timmann, D. et al. (2020). Real-life gait assessment in degenerative cerebellar ataxia: Towards ecologically valid biomarkers. Neurology, 95(9):e119-e210.
Real-life gait assessment in degenerative cerebellar ataxia: Towards ecologically valid biomarkers
Authors: Ilg, Winfried; Seemann, Jens; Giese, Martin A.; Trasch\"utz, Andreas Schöls, Ludger Timmann, Dagmar Synofzik, Matthis
Research Areas: Uncategorized
Type of Publication: Article
Full text: PDF | Online version
Lang, J., Haas, E., -Schmid, J. H., Anderson, C. J., Pulst, S. M., Giese, M. A. et al. (2020). Detecting and quantifying ataxia-related motor impairments in rodents using markerless motion tracking with deep neural networks. 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'20) to be held at the Palais des congrès de Montréal, Montréal, Québec, Canada July 20-24, 2020.
Detecting and quantifying ataxia-related motor impairments in rodents using markerless motion tracking with deep neural networks
Authors: Lang, Jana Haas, E -Schmid, Jeannette H\"ubener Anderson, C. J. Pulst, S. M. Giese, Martin A.; Ilg, Winfried
Research Areas: Uncategorized
Type of Publication: Article
Full text: Online version
Huber, M. E., Chiovetto, E., Giese, M. A. & Sternad, D. (2020). Rigid soles improve balance in beam walking, but improvements do not persist with bare feet. Sci Rep, 10(1), 7629.
Rigid soles improve balance in beam walking, but improvements do not persist with bare feet
Authors: Huber, Meghan E Chiovetto, Enrico Giese, Martin A.; Sternad, Dagmar
Research Areas: Uncategorized
Type of Publication: Article
Full text: PDF | Online version
Stollenmaier, K., Ilg, W. & Haeufle, D. F. (2020). Predicting perturbed human arm movements in a neuro-musculoskeletal model to investigate the muscular force response. Frontiers in Bioengineering and Biotechnology, section Bionics and Biomimetics, 8(308).
Predicting perturbed human arm movements in a neuro-musculoskeletal model to investigate the muscular force response
Authors: Stollenmaier, Katrin Ilg, Winfried; Haeufle, Daniel F. B.
Research Areas: Uncategorized
Type of Publication: Article
Full text: Online version

Year: 2019

Mohammadi, P., Hoffman, E. M., Dehio, N., Malekzadeh, M. S., Giese, M. A., Tsagarakis, N. G. et al. (2019). Compliant humanoids moving toward rehabilitation applications: Transparent integration of real-time control, whole-body motion generation, and virtual reality. IEEE Robotics & Automation Magazine, 26(4), 83-93.
Compliant humanoids moving toward rehabilitation applications: Transparent integration of real-time control, whole-body motion generation, and virtual reality
Authors: Mohammadi, Pouya Hoffman, Enrico Mingo Dehio, Niels Malekzadeh, Milad S Giese, Martin A.; Tsagarakis, Nikos G Steil, Jochen J
Type of Publication: Article
Salatiello, A. & Giese, M. A (2019). Learning of generative neural network models for EMG data constrained by cortical activation dynamics(B). CNS Conference 2019, 13-17 July, Barcelona, Spain .
Learning of generative neural network models for EMG data constrained by cortical activation dynamics(B)
Type of Publication: In Collection
Full text: PDF
Fleszar, Z., Mellone, S., Giese, M. A., Tacconi, C., Becker, C., Schöls, L. et al. (2019). Real-time use of audio-biofeedback can improve postural sway in patients with degenerative ataxia. Ann Clin Transl Neurol, 6(2), 285-294.
Real-time use of audio-biofeedback can improve postural sway in patients with degenerative ataxia
Authors: Fleszar, Z Mellone, S Giese, Martin A.; Tacconi, C Becker, C Schöls, L Synofzik, M Ilg, Winfried
Type of Publication: Article
Full text: PDF
Stettler, M., Taubert, N., Sting, L., Siebert, R., Spadacenta, S., Dicke, P. et al (2019). Cross-species differences in the perception of dynamic facial expressions. Talk at ECVP Conference 2019, Perception 48(2S),63 .
Cross-species differences in the perception of dynamic facial expressions
Authors: Stettler, Michael; Taubert, Nick; Sting, Louisa Siebert, Ramona Spadacenta, Silvia Dicke, Peter Thier, Hans-Peter Giese, Martin A.
Type of Publication: In Collection
Ardestani, M. H., Saini, N. & Giese, M. A (2019). Neural model for the visual recognition of agency and social interaction. ECVP Conference 2019, Perception 48(2S),104 .
Neural model for the visual recognition of agency and social interaction
Authors: Ardestani, Mohammad Hovaidi Saini, N. Giese, Martin A.
Type of Publication: In Collection
Ardestani, M. H., Saini, N. & Giese, M. A (2019). Neural model for the visual recognition of social interactions. BMC Neuroscience 2019, 20(Suppl 1):P92 .
Neural model for the visual recognition of social interactions
Authors: Ardestani, Mohammad Hovaidi Saini, N. Giese, Martin A.
Type of Publication: In Collection
Lee, J., Huber, M. E., Chiovetto, E., Giese, M. A., Sternad, D. & Hogan, N. (2019). Human-inspired balance model to account for foot-beam interaction mechanics. 2019 International Conference on Robotics and Automation (ICRA) Palais des congres de Montreal, Montreal, Canada, May 20-24, 2019, 1970-1974.
Human-inspired balance model to account for foot-beam interaction mechanics
Authors: Lee, Jongwoo Huber, Meghan E. Chiovetto, Enrico Giese, Martin A.; Sternad, Dagmar Hogan, Neville
Type of Publication: Article
Full text: PDF
Ilg, W., Seemann, J. & Synofzik, M (2019). Unravelling quantitative measures of free-living ataxic gait in cerebellar patients using wearable sensors. In: International Symposium on Posture and Gait Research Edinburgh: 2019, P1-Q-139, 192 .
Unravelling quantitative measures of free-living ataxic gait in cerebellar patients using wearable sensors
Authors: Ilg, Winfried; Seemann, Jens; Synofzik, Matthis
Research Areas: Uncategorized
Type of Publication: In Collection
Full text: PDF
Ilg, W. & Synofzik, M (2019). Motor training improves motor performance at the preclinical stage of degenerative cerebellar ataxia. In: International Symposium on Posture and Gait Research Edinburgh: 2019, P3-Q-131, 534 .
Motor training improves motor performance at the preclinical stage of degenerative cerebellar ataxia
Authors: Ilg, Winfried; Synofzik, Matthis
Research Areas: Uncategorized
Type of Publication: In Collection
Full text: PDF
Salatiello, A. & Giese, M. A (2019). Learning of Generative Neural Network Models for EMG Data Constrained by Cortical Activation Dynamics (A). 29th Meeting of the Society for the Neural Control of Movement; Toyama, Japan .
Learning of Generative Neural Network Models for EMG Data Constrained by Cortical Activation Dynamics (A)
Research Areas: Uncategorized
Type of Publication: In Collection
Full text: PDF
Lederer, S., Dijkstra, T. & Heskes, T. (2019). Additive Dose Response Models: Defining Synergy. Front. Pharmacol, eCollection 2019, 10(1384).
Additive Dose Response Models: Defining Synergy
Authors: Lederer, Simone Dijkstra, Tjeerd Heskes, Tom
Research Areas: Uncategorized
Type of Publication: Article
Full text: Online version
Pfeuffer, J., Sachsenberg, T., Dijkstra, T., Serang, O., Reinert, K. & Kohlbacher, O. (2019). EPIFANY - A method for efficient high-confidence protein inference. bioRxiv 10.1101/734327v1.
EPIFANY - A method for efficient high-confidence protein inference
Authors: Pfeuffer, J Sachsenberg, T Dijkstra, Tjeerd Serang, O Reinert, K Kohlbacher, O
Research Areas: Uncategorized
Type of Publication: Article
Full text: PDF | Online version
Weidmann, L., Dijkstra, T., Kohlbacher, O. & Lupas, A. (2019). Where natural protein sequences stand out from randomness. eLife.bioRxiv 706119.
Where natural protein sequences stand out from randomness
Authors: Weidmann, L Dijkstra, Tjeerd Kohlbacher, O Lupas, A
Research Areas: Uncategorized
Type of Publication: Article
Taubert, N., Stettler, M., Sting, L., Siebert, R., Spadacenta, S., Dicke, P. et al (2019). Cross-species differences in the perception of dynamic facial expressions. VSS Annual Meeting 2019, Journal of Vision 19(10):155 .
Cross-species differences in the perception of dynamic facial expressions
Authors: Taubert, Nick; Stettler, Michael; Sting, Louisa Siebert, Ramona Spadacenta, Silvia Dicke, Peter Thier, Hans-Peter Giese, Martin A.
Research Areas: Uncategorized
Type of Publication: In Collection
Full text: PDF
Kodl, J., Yu, C. C., Dijkstra, T. & Giese, M. A (2019). Sensorimotor adaptation to an environment with non-standard physics. The Progress in Motor Control XII: Movement Improvement conference, PMC 2019. Amsterdam, The Netherlands, July 7-10, 2019 .
Sensorimotor adaptation to an environment with non-standard physics
Authors: Kodl, Jindrich Yu, C C Dijkstra, Tjeerd Giese, Martin A.
Research Areas: Uncategorized
Type of Publication: In Collection
Full text: PDF
Kodl, J., Mukovskiy, A., Mohammadi, P., Malekzadeh, M., Taubert, N., Christensen, A. et al (2019). Online planning and control of ball throwing by the humanoid robot COMAN and validation exploiting VR in rehabilitation scenarios with ataxia patients. Oral presentation and extended abstract in Proc. of CYBATHLON Symposium on Assistive and Wearable Robotics (AsWeR 2019). 16–17 May, 2019, Karlsruhe .
Online planning and control of ball throwing by the humanoid robot COMAN and validation exploiting VR in rehabilitation scenarios with ataxia patients
Authors: Kodl, Jindrich Mukovskiy, Albert; Mohammadi, P Malekzadeh, M Taubert, Nick; Christensen, A Dijkstra, Tjeerd Steil, JJ Giese, Martin A.
Research Areas: Uncategorized
Type of Publication: In Collection
Full text: Online version
Dijkstra, T., Kodl, J., Li, C.-Y. & Giese, M. A (2019). Manipulation of internal representations of physics through VR training in an unnatural physical environment. ECVP 2019, Perception 48(2S),104 .
Manipulation of internal representations of physics through VR training in an unnatural physical environment
Authors: Dijkstra, Tjeerd Kodl, Jindrich Li, Cen-You Giese, Martin A.
Research Areas: Uncategorized
Type of Publication: In Collection
Full text: PDF
Kodl, J., Dijkstra, T., Taubert, N. & Giese, M. A (2019). Role of body cues in intent perception during ball catching. ECVP 2019, Perception 48(2S),121 .
Role of body cues in intent perception during ball catching
Authors: Kodl, Jindrich Dijkstra, Tjeerd Taubert, Nick; Giese, Martin A.
Research Areas: Uncategorized
Type of Publication: In Collection
Full text: PDF
van den Brand, J. A., Dijkstra, T. M., Wetzels, J., Stengel, B., Metzger, M., Blankestijn, P. J. et al. (2019). Predicting kidney failure from longitudinal kidney function trajectory: A comparison of models. PLoS ONE 14(5): e0216559.
Predicting kidney failure from longitudinal kidney function trajectory: A comparison of models
Authors: van den Brand, Jan A. J. G. Dijkstra, Tjeerd M. H. Wetzels, Jack Stengel, Be´ne´dicte Metzger, Marie Blankestijn, Peter J. Heerspink, Hiddo J. Lambers Gansevoort, Ron T.
Research Areas: Uncategorized
Type of Publication: Article
Full text: PDF | Online version
Ludolph, N., Ernst, T. M., Mueller, O. M., Goericke, S. L., Giese, M. A., Timmann, D. et al. (2019). Cerebellar involvement in learning to balance a cart-pole system. bioRxiv; 10.1101/586990.
Cerebellar involvement in learning to balance a cart-pole system
Authors: Ludolph, Nicolas Ernst, Thomas M. Mueller, Oliver M Goericke, Sophia L Giese, Martin A.; Timmann, Dagmar Ilg, Winfried
Research Areas: Uncategorized
Type of Publication: Article
Full text: PDF
Salatiello, A. & Giese, M. A (2019). Learning Central Pattern Generator models for rhythmic activation patterns. In Proceedings : Göttingen Meeting of the German Neuroscience Society 2019, Germany, T23-10C .
Learning Central Pattern Generator models for rhythmic activation patterns
Research Areas: Uncategorized
Type of Publication: In Collection
Full text: PDF
Giese, M. A., Saini, N. & Ardestani, M. H (2019). Neural model of the visual recognition of social intent. VSS Annual Meeting 2019, Journal of Vision 19(10):278c .
Neural model of the visual recognition of social intent
Authors: Giese, Martin A.; Saini, Nitin Ardestani, Mohammad Hovaidi
Research Areas: Uncategorized
Type of Publication: In Collection
Full text: PDF
Ardestani, M. H., Saini, N. & Giese, M. A (2019). Neural model for the visual recognition of agency and social interaction. In Proceedings: Göttingen Meeting of the German Neuroscience Society 2019, Germany, T26-4B .
Neural model for the visual recognition of agency and social interaction
Authors: Ardestani, Mohammad Hovaidi Saini, Nitin Giese, Martin A.
Research Areas: Uncategorized
Type of Publication: In Collection
Full text: PDF
Srulijes, K., Klenk, J., Schwenk, M., Schatton, C., Schwickert, L., Teubner-Liepert, K. et al. (2019). Fall Risk in Relation to Individual Physical Activity Exposure in Patients with Different Neurodegenerative Diseases: a Pilot Study. Cerebellum, 18(3), 340-348.
Fall Risk in Relation to Individual Physical Activity Exposure in Patients with Different Neurodegenerative Diseases: a Pilot Study
Authors: Srulijes, Karin Klenk, Jochen Schwenk, Michael Schatton, Cornelia Schwickert, Lars Teubner-Liepert, Kristin Meyer, Miriam C., Srijana K. Maetzler, Walter Becker, Clemens Synofzik, Matthis
Research Areas: Uncategorized
Type of Publication: Article
Full text: PDF | Online version

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