Abstract:
Recent developments in computer hardware and signal processing have made
probable use of EEG signals or “brain waves” for communication between humans
and machines. With such help of advancements, we are presenting the objectives of
our project which is to comprehend the “linking laws” connecting the functional
properties of neuronal structure to specific cognitive and behavioural capabilities.
We need to measure the dynamics of the brain as it performs well-characterized
cognitive and behavioural tasks. Different stages involving signal retrieval, signal
pre-processing, feature extraction and interpretation ofthose signals into a feedback
will be studied and implemented. Finally, the product of the algorithms will be
written in the software called MATLAB.
This project uses the EEG-based BCI technique to develop the application. The main
advantage of using this technique is that it provides features extraction and detection
that is suitable for recognizing human fatigue level.
Mindwave Mobile headset has been designed for practical context research and
advanced brain computer interface (BCI) applications. Provides access to dense array,
high quality, raw EEG data with software subscription. Conduct research controlling
our detections for Face Expressions, Performance and Mental Commands
