Advanced Visualization of EEG Data : The state-of-the-art visualization techniques about the high-dimensional and time-dependent EEG data

ISBN-13: 9783659539374 / Angielski / Miękka / 2014 / 112 str.

Bo Xia; Robert Laramee

Opis

Electroencephalography (EEG) is an approach widely used by psychologists, neuroscientists, and clinicians in order to study the neural behavior of the brain. The study of EEG data has been always challenging due to its data characters, high-dimensional and time-dependent. This book proposes a novel way to visualize the EEG data, which presents the spatial information and multiple time steps together in a 3D space to help experts in different domains explore the EEG data in a more natural way. This new and advanced visualization technique makes data analysis easier, less error prone and less reliant on the skill of the experts. Our methods are beneficial to the experts as it is now easier to understand and discover patterns from the collected data.

O autorze

I completed this research work during my MRes degree and am so proud of that my work can be published and be beneficial to the people who are working in the similar area. I'd also like to say special thanks to my supervisor Dr. Robert S. Laramee for his great guidance and help.