Publications by Friedhelm Christoph Hummel

EPFL-Smart-Kitchen-30 Collected data

Silvestro Micera, Friedhelm Christoph Hummel, Alexander Mathis, Solaiman Shokur, Mahdi Hamidi Rad

Understanding behavior requires datasets that capture humans while carrying out complex tasks. The kitchen is an excellent environment for assessing human motor and cognitive function, as many complex actions are naturally exhibited in kitchens from choppi ...

Zenodo2025

Effect of Extrinsic Reward on Motor Plasticity during Skill Learning

Friedhelm Christoph Hummel, Pierre Theopistos Vassiliadis

Human motor skill acquisition is improved by performance feedback, and coupling such feedback with extrinsic reward (such as money) can enhance skill learning. However, the neurophysiology underlying such behavioral effect is unclear. To bridge this gap, w ...

2025

EPFL-Smart-Kitchen-30 Annotations and Poses

Silvestro Micera, Friedhelm Christoph Hummel, Alexander Mathis, Solaiman Shokur, Mahdi Hamidi Rad

Understanding behavior requires datasets that capture humans while carrying out complex tasks. The kitchen is an excellent environment for assessing human motor and cognitive function, as many complex actions are naturally exhibited in kitchens from choppi ...

Zenodo2025

Transcranial Temporal Interference Stimulation (ttis): Pioneering Non-invasive Deep Brain Neuromodulation for Movement Disorders and Beyond

Friedhelm Christoph Hummel

WILEY2025

Impact of spindle-inspired transcranial alternating current stimulation during a nap on sleep-dependent motor memory consolidation in healthy older adults

Friedhelm Christoph Hummel, Takuya Morishita, Manon Chloé Durand-Ruel, Roberto Felipe Salamanca Giron, Maeva Moyne

With the increase in life expectancy and the rapid evolution of daily life technologies, older adults must constantly learn new skills to adapt to society. Sleep reinforces skills acquired during the day and is associated with the occurrence of specific os ...

Oxford University Press (OUP)2025

Beyond the surface: advancing neurorehabilitation with transcranial temporal interference stimulation — clinical applications and future prospects

Friedhelm Christoph Hummel

Ovid Technologies (Wolters Kluwer Health)2025

Improved Spinal Cord FMRI Activation Mapping Using Regularized Hemodynamic Deconvolution

Dimitri Nestor Alice Van De Ville, Friedhelm Christoph Hummel, Estelle Emeline Raffin, Ekansh Sareen

The spinal cord plays a central role in regulating sensorimotor functions through complex neural pathways. However, detailed investigation of these mechanisms remains a developing field. In this study, we propose a multimodal approach combining transcrania ...

IEEE2025

Robotic-Aided Training and Assessment of Upper Limb Muscle Coordination Following Stroke

Friedhelm Christoph Hummel, Takuya Morishita, Claudia Bigoni

Technology-aided interventions and assessments are at the base of personalized motor rehabilitation after stroke. In the AVANCER trial, the effects of a novel personalized neurotech intervention were assessed by using an instrumented Fugl-Meyer (FM) evalua ...

Springer Nature Switzerland2025

Resting-State Cortico-Cerebellar Connectivity Correlates with Post-Stroke Motor Recovery - A Prospective Functional MRI Study

Friedhelm Christoph Hummel, Elena Beanato

Cerebellar functional and structural connectivity are likely related to motor function after stroke. Less is known about motor recovery, which is defined as a gain of function between two time points, and about the involvement of the cerebellum. Fifteen pa ...

2025

Pathway-dependent Brain Stimulation Responses Indicate Motion Processing Integrity After Stroke

Friedhelm Christoph Hummel, Elena Beanato, Estelle Emeline Raffin, Lisa Aïcha Mireille Julie Fleury, Fabienne Windel, Michele Bevilacqua, Sarah Bernardina Zandvliet, Pauline Menoud

Homonymous hemianopia (HH), a common visual impairment resulting from occipital lobe lesions, affects a significant number of stroke survivors. Intensive perceptual training can foster recovery, possibly by enhancing surviving visual pathways. This study e ...

OXFORD UNIV PRESS2025