Motivations :

• Artificial intelligence has become an integral part of many industries.
• There is a growing interest in brain-computer-interface (BCI) researches.
• BCI has been applied in healthcare, to help people with disabilities and elderly with their daily activities.

Objectives :

• Reason 1 : To study the theory and principles of deep learning algorithm and compare the efficiencies of different deep learning structures.
• Reason 2 : To study the characteristic of EEG signal.
• Reason 3 : To study image pre-processing and feature extraction techniques.
• Reason 4 : To develop a binary classification algorithm using EEG signals.

(Use instrument spectrograms to visualize in deep learning path)