Wolf-Julian Neumann a clinician-scientist (MD) at the Movement Disorders and Neuromodulation Unit at Charite Berlin. Wolf-Julian Neumann has built expertise in movement disorders, neurophysiology, and deep brain stimulation. His strengths are the implementation of methods for multimodal and multidimensional data analysis for clinical neuroscience applications. His current work combines computational modeling, machine and deep learning, structural and functional connectomics (fMRI), invasive (LFP/ECoG), and non-invasive (EEG/MEG) neurophysiology, to develop the next generation of intelligent clinical brain-computer interfaces for patients with movement disorders.
The challenge Wolf-Julian Neumann currently working on is to try and integrate insights from PD pathophysiology, basal ganglia function, dopamine, and reinforcement learning into a holistic cortex–basal ganglia – circuit model.
Wolf-Julian Neumann actively engages in programs and activities that aim to improve the scientific landscapes in terms of openness, reproducibility, diversity, equity, and inclusiveness.