Carlos Gómez

Neurophysiological excitation/inhibition imbalance in young adults burdened with childhood interpersonal trauma

This study finds that young adults with childhood trauma show increased cortical excitation and reduced inhibition in resting and task states, independent of current mental health.

Estimating Gait Kinematics from Muscle Activity Using Deep Learning in Typically Developing Children

This study uses a 1D U-Net to estimate ankle and knee joint angles from sEMG signals in children, showing improved accuracy with age and stability during gait transitions.

Connectivity-based Meta-Bands: A new approach for automatic frequency band identification in connectivity analyses

This paper introduces a data-driven method to automatically identify frequency bands in neural signals based on network topology, showing better individual adaptation than classical approaches.