3.1 Introduction3.2 Embedded acquisition system for E-health3.2.1 Hardware considerations, choices, and implementations3.2.2 Software architecture and implementation3.2.3 Related works3.3 EEG-based classification of motor imagery activities3.3.1 Segmentation3.3.2 Neural network efficiency investigation3.4 ConclusionReferences