M2M-InvNet: Human Motor Cortex Mapping from Multi-Muscle Response Using TMS and Generative 3D Convolutional Network
Md Navid Akbar, Mathew P. Yarossi, Sumientra M. Rampersad, Kyle Lockwood, Aria Masoomi, Eugene Tunik, Dana H. Brooks, Deniz Erdogmus B
This paper develops M2M-InvNet, a generative 3D CNN that maps TMS-induced MEP responses to stimulated regions in the human motor cortex, achieving the best reconstruction accuracy among tested architectures.
IEEE Transactions on Neural Systems and Rehabilitation Engineering · Jan 1, 2024Peer-reviewedNeuroscience