Mapping motor cortex stimulation to muscle responses: a deep neural network modeling approach
A deep neural network (DNN) that can reliably model muscle responses from corresponding
brain stimulation has the potential to increase knowledge of coordinated motor control for …
brain stimulation has the potential to increase knowledge of coordinated motor control for …
A flexible workflow for simulating transcranial electric stimulation in healthy and lesioned brains
Simulating transcranial electric stimulation is actively researched as knowledge about the
distribution of the electrical field is decisive for understanding the variability in the elicited …
distribution of the electrical field is decisive for understanding the variability in the elicited …
Semi‐automated generation of individual computational models of the human head and torso from MR images
B Kalloch, J Bode, M Kozlov, A Pampel… - Magnetic resonance …, 2019 - Wiley Online Library
Purpose Simulating the interaction of the human body with electromagnetic fields is an
active field of research. Individualized models are increasingly being used, as anatomical …
active field of research. Individualized models are increasingly being used, as anatomical …
An experimental and computational framework for modeling multi-muscle responses to transcranial magnetic stimulation of the human motor cortex
M Yarossi, F Quivira, M Dannhauer… - 2019 9th …, 2019 - ieeexplore.ieee.org
Current knowledge of coordinated motor control of multiple muscles is derived primarily from
invasive stimulation-recording techniques in animal models. Similar studies are not …
invasive stimulation-recording techniques in animal models. Similar studies are not …
M2M-InvNet: Human Motor Cortex Mapping from Multi-Muscle Response Using TMS and Generative 3D Convolutional Network
Transcranial magnetic stimulation (TMS) is often applied to the motor cortex to stimulate a
collection of motor evoked potentials (MEPs) in groups of peripheral muscles. The causal …
collection of motor evoked potentials (MEPs) in groups of peripheral muscles. The causal …
[PDF][PDF] M2M-InvNet: TMS Induced Electric Field Reconstruction from Muscle Responses Using a Convolutional Network and Variational Inference
Transcranial magnetic stimulation (TMS) is often applied to the motor cortex to stimulate a
collection of motor evoked potentials (MEPs) in groups of peripheral muscles. The causal …
collection of motor evoked potentials (MEPs) in groups of peripheral muscles. The causal …
Towards individualized transcranial electric stimulation therapy through computer simulation
B Kalloch - 2021 - pure.mpg.de
Transcranial electric current stimulation (tES) denotes a group of brain stimulation
techniques that apply a weak electric current over two or more non-invasively, head …
techniques that apply a weak electric current over two or more non-invasively, head …
[PDF][PDF] Royal Netherlands Academy of Arts and Sciences (KNAW)
B Kalloch, J Bode, MV Kozlov, A Pampel… - pure.knaw.nl
Purpose Simulating the interaction of the human body with electromagnetic fields (EMF) is
an active field of research. Individualized models are increasingly being used since …
an active field of research. Individualized models are increasingly being used since …