Biometric assessment is performed by use of electromyography (EMG) signals detected from muscles at several locations on the hand/or other part of the body subject to fine motor control. In addition, electroencephalography (EEG), signals detect other biomarkers. The EMG and EEG signals are sensed, synchronized and registered. The signals are converted into digital data and are stored and processed for use in performing the biometric assessment.