Applications of Brain-Computer Interfaces in Intelligent Technologies

This book discusses the implementation of brain-computer technology using STM32 and Arduino microcontrollers, its applications in intelligent houses, robotic lines, and bionic prostheses, and the use of fMRI in machine learning. It highlights the potential of BCI technology for rehabilitation and the development of new limb prostheses.

Format: Hardback
Length: 110 pages
Publication date: 09 July 2022
Publisher: Springer International Publishing AG

The field of brain-computer interface (BCI) technology continues to evolve, with an exponential increase in publications year after year. This comprehensive book aims to provide a detailed implementation of BCI technology using both STM32 and Arduino microcontrollers. Additionally, it explores the applications of BCI technology in intelligent houses, robotic lines, and bionic prostheses. One chapter delves into the use of fMRI in analyzing images captured during fMRI scans through machine learning-based solutions. A practical implementation of the TensorFlow framework is presented, showcasing the integration of fMRI techniques into BCI solutions.

Through extensive literature studies, it has become evident that BCI technology holds immense promise for the future. However, continuous development of biomedical signal processing methods is crucial to achieve the most efficient implementations in non-invasive BCI technology based on electroencephalography (EEG). The further advancement of BCI technology has a profound impact on the techniques of rehabilitation for individuals with disabilities. Wheelchairs are now being designed to enable disabled individuals to physically control their position and speed. Moreover, BCI technology enables the creation of individual speech synthesizers, allowing paralyzed individuals to communicate with the outside world. Ongoing research is focused on developing new limb prostheses that aim to replace lost locomotor systems, with some prostheses even connecting to the human nervous system to provide feedback and enhance motor function.

In conclusion, BCI technology is rapidly advancing, offering exciting opportunities for communication, rehabilitation, and innovation. With ongoing research and development, BCI is poised to transform the way we interact with technology and enhance the lives of individuals with disabilities.

Weight: 360g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031055003
Edition number: 1st ed. 2022