Next Generation Imaging in Consumer Technology for ERP Detection-Based EEG Cross-Subject Visual Object Recognition

• Published in: IEEE transactions on consumer electronics Vol. 70; no. 1; pp. 3688 - 3696
• Main Authors: Bhatt, Mohammed Wasim, Sharma, Sparsh
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.02.2024; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Artificial neural networks; Brain; Brain modeling; Consumer electronics; consumer technology; Convolution; Convolutional neural networks; cross-subject analysis; Electroencephalography; Event-related potentials; Feature extraction; graph representation; Graph representations; Graphical representations; Man-machine interfaces; Object recognition; Spatial data; visual object recognition; Visualization

The perception and recognition of objects are essential for meeting consumer needs in the realm of consumer technology. Current research exploring the association between variations in brain activity and their prospective application in user-friendly brain-machine interfaces (BMIs) has been growing...