EEG Based Brain Computer Interfaces

• Author : Dipali Bansal,Rashima Mahajan
• Publisher : Academic Press
• Release : 14 March 2019

EEG-Based Brain-Computer Interface: Cognitive Analysis and Control Applications provides a technical approach to using brain signals for control applications, along with the EEG-related advances in BCI. The research and techniques in this book discuss time and frequency domain analysis on deliberate eye-blinking data as the basis for EEG-triggering control applications. In addition, the book provides experimental scenarios and features algorithms for acquiring real-time EEG signals using commercially available units that interface with MATLAB software for acquisition and control. Details techniques

• Author : Teodiano Freire Bastos-Filho
• Publisher : CRC Press
• Release : 23 July 2020

This book aims to bring to the reader an overview of different applications of brain-computer interfaces (BCIs) based on more than 20 years of experience working on these interfaces. The author provides a review of the human brain and EEG signals, describing the human brain, anatomically and physiologically, with the objective of showing some of the patterns of EEG (electroencephalogram) signals used to control BCIs. It then introduces BCIs and different applications, such as a BCI based on ERD/ERS Patterns

• Author : Ivan Volosyak
• Publisher : Unknown
• Release : 14 June 2021

• Author : Dipali Bansal,Rashima Mahajan
• Publisher : Academic Press
• Release : 15 February 2019

Control applications based on Brain-Computer Interfaces (BCIs) have become a crucial area of interest for researchers in recent years. Due to long-term usability, easy implementation, and low costs, EEG has become the most acceptable neural signal for practical execution of BCIs. Brain-Computer Interface: Cognitive Analysis and Control Applications examines the technical approach in using brain signals for control applications. The research and techniques in this book discuss time and frequency domain analysis on deliberate eye-blinking data as the basis for

• Author : Reza Abiri
• Publisher : Unknown
• Release : 14 June 2021

Brain Computer Interface (BCI) technology motivates interesting and promising results in forward/feedback control consistent with human intention. It holds great promise for advancements in patient care and applications to neuroprosthetics and neurorehabilitation. Here, as forward control in BCI neuroprosthetics, a fundamental testbed for controlling a computer cursor was designed using noninvasive Electroencephalography (EEG) technology. In order to reduce the training time for subjects, a new paradigm called "Imagined Body Kinematics" was adopted in designed experimental protocols. Twenty-eight subjects were

• Author : Aboul Ella Hassanien,Ahmad Taher Azar
• Publisher : Springer
• Release : 01 November 2014

The success of a BCI system depends as much on the system itself as on the user’s ability to produce distinctive EEG activity. BCI systems can be divided into two groups according to the placement of the electrodes used to detect and measure neurons firing in the brain. These groups are: invasive systems, electrodes are inserted directly into the cortex are used for single cell or multi unit recording, and electrocorticography (EcoG), electrodes are placed on the surface of

• Author : XIANG. YAO ZHANG (LINA.),Lina Yao
• Publisher : Unknown
• Release : 15 March 2021

• Author : Gerd Grübler,Elisabeth Hildt
• Publisher : Springer
• Release : 30 June 2014

This volume summarizes the ethical, social and cultural contexts of interfacing brains and computers. It is intended for the interdisciplinary community of BCI stakeholders. Insofar, engineers, neuroscientists, psychologists, physicians, care-givers and also users and their relatives are concerned. For about the last twenty years brain-computer-interfaces (BCIs) have been investigated with increasing intensity and have in principle shown their potential to be useful tools in diagnostics, rehabilitation and assistive technology. The central promise of BCI technology is enabling severely impaired people

• Author : Gary Garcia Molina
• Publisher : Wiley
• Release : 08 August 2016

Focuses on the reproducibility of research in relation to the processing of EEG signals for Brain-Computer Interface (BCI) applications, which aim to provide a direct communication pathway between the brain and an external device. Features algorithm results produced from real data and uses the unique method of mental state decoding to present both theoretical work and working implementations. Focuses on the signals, algorithms, and interpretation and presents the specifics of mental state decoding which ultimately bridges the gap between knowledge

• Author : J. Ciarán Finucane,University College, Dublin. Department of Electronic and Electrical Engineering
• Publisher : Unknown
• Release : 14 June 2021

• Author : Jonathan Wolpaw,Elizabeth Winter Wolpaw
• Publisher : OUP USA
• Release : 24 January 2012

In the last 15 years, a recognizable surge in the field of Brain Computer Interface (BCI) research and development has emerged. This emergence has sprung from a variety of factors. For one, inexpensive computer hardware and software is now available and can support the complex high-speed analyses of brain activity that is essential is BCI. Another factor is the greater understanding of the central nervous system including the abundance of new information on the nature and functional correlates of brain signals

• Author : Sinan Bekiroglu
• Publisher : Unknown
• Release : 14 June 2021

• Author : Chang S. Nam,Anton Nijholt,Fabien Lotte
• Publisher : CRC Press
• Release : 10 January 2018

This handbook is a valuable resource to anyone involved with improvement of people's lives by replacing, restoring, supplementing and improving motor action, and understanding the neural bases of such functions. While there are several other resources available, there is no handbook such as this one. This handbook addresses the recent and rapid changes in the field of braincomputer interfaces (BCIs). Due to these changes interest in BCI has grown enormously, including interest from computer science researchers with a background in

• Author : Bernhard Graimann,Brendan Z. Allison,Gert Pfurtscheller
• Publisher : Springer Science & Business Media
• Release : 29 October 2010

A brain-computer interface (BCI) establishes a direct output channel between the human brain and external devices. BCIs infer user intent via direct measures of brain activity and thus enable communication and control without movement. This book, authored by experts in the field, provides an accessible introduction to the neurophysiological and signal-processing background required for BCI, presents state-of-the-art non-invasive and invasive approaches, gives an overview of current hardware and software solutions, and reviews the most interesting as well as new, emerging

• Author : Desney S. Tan,Anton Nijholt
• Publisher : Springer Science & Business Media
• Release : 10 June 2010

For generations, humans have fantasized about the ability to create devices that can see into a person’s mind and thoughts, or to communicate and interact with machines through thought alone. Such ideas have long captured the imagination of humankind in the form of ancient myths and modern science fiction stories. Recent advances in cognitive neuroscience and brain imaging technologies have started to turn these myths into a reality, and are providing us with the ability to interface directly with