Artificial intelligence applications for brain-computer interfaces /

"Artificial Intelligence Applications for Brain-Computer Interfaces focuses on the advancements, challenges, and prospects of future technologies involving noninvasive brain-computer interfaces (BCIs). It includes the processing and analysis of multimodal signals, integrated computation-acquisi...

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Bibliographic Details
Corporate Author:	ScienceDirect (Online service)
Other Authors:	Subasi, Abdulhamit (Editor), Qaisar, Saeed Mian (Editor), Bhoi, Akash Kumar (Editor), Srinivasu, Parvathaneni Naga, 1990- (Editor)
Format:	eBook
Language:	English
Published:	London ; San Diego, CA: Academic Press, an imprint of Elsevier, [2025]
Series:	Artificial intelligence applications in healthcare and medicine
Subjects:	Brain-computer interfaces. Artificial intelligence > Medical applications. Artificial intelligence. Artificial Intelligence Medical Informatics User-Computer Interface Brain Mapping Interfaces cerveau-ordinateur. Intelligence artificielle. Médecine > Informatique. artificial intelligence. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Introduction to brain-computer interface: research trends and applications
Preprocessing and feature extraction techniques for brain-computer interface
Emotional state monitoring and applications with brain-computer interfaces
Hand kinematics and decoding hindlimb kinematics using local field potentials using a deep neural network decoding framework
Closed-loop brain-computer interfaces for musculoskeletal impulse prediction
Classification of motor imagery tasks in brain-computer interface using ensemble learning
The application of brain-computer interface in Alzheimer's disease studies based on machine learning algorithms
Brain-computer interfaces and deep learning methods for cognitive impairments
Prospects and challenges in decoding consumer behavior using neurotechnology
Electroencephalography-based emotion recognition with empirical mode decomposition and ensemble machine learning methods
Brain-computer interfaces for security and authentication
A case study on artificial intelligence based data processing in passive brain-computer interface
Analyzing eyewitness refognition accuracy using event-related potential and eye-tracking analysis: an experimental investigation
Ambient assisted living through passive brain-computer interface technology for assisting paralyzed people
Challenges and future directions in brain-computer interface research for exoskeletons usage.