Search
Search Results
-
The classification of SSVEP-BCI based on ear-EEG via RandOm Convolutional KErnel Transform with Morlet wavelet
During the advantages of shorter training and higher information throughput, steady-state visual evoked potential (SSVEP) is widely used in...
-
Miniaturization for wearable EEG systems: recording hardware and data processing
As more people desire at-home diagnosis and treatment for their health improvement, healthcare devices have become more wearable, comfortable, and...
-
Wireless EAR EEG Signal Analysis with Stationary Wavelet Transform for Co Channel Interference in Schizophrenia Diagnosis
Schizophrenia is a mental disorder where the patient experience changes in thought process, behavior and emotion. The changes listed above occur due...
-
Effects of Colors Toward Pleasant Impression on Sofa Furniture Through Electroencephalography (EEG)
Color is an important element in product development marketing strategies. Understanding the relation of the pleasant impression and colors on a...
-
Analysis of Auditory Evoked Potential Signals Using Wavelet Transform and Deep Learning Techniques
Hearing deficiency is the world’s most common sensation of impairment and impedes human communication and learning. One of the best ways to solve...
-
EEG Signals Variation Under Stroboscope and Binaural Sound Stimulations
Electrical activity on the temporal and occipital lobes (alpha waves) is associated with physical and mental rest (8–12 Hz). In this study, alpha...
-
IoT-Based Smart System for Real-Time Drowsy Driver Detection and Response
Research suggests that adults require at least seven hours of sleep per night to ensure adequate levels of efficiency in their daily activities...
-
Fast, Accurate, Unsupervised, and Time-Adaptive EEG-Based Auditory Attention Decoding for Neuro-steered Hearing Devices
More than 5% of the world’s population suffers from disabling hearing loss. Hearing aids and cochlear implants are crucial for improving their...
-
Inspection and Testing of Electroencephalographs, Electromyographs, and Evoked Response Equipment
This chapter deals with the inspection of neurodiagnostic equipment for measurement of electrophysiological signals in order to detect eventual...
-
Soft, adhesive and conductive composite for electroencephalogram signal quality improvement
Since electroencephalogram (EEG) is a very small electrical signal from the brain, it is very vulnerable to external noise or motion artifact, making...
-
Technologies for sleep monitoring at home: wearables and nearables
Sleep is an essential part of our lives and daily sleep monitoring is crucial for maintaining good health and well-being. Traditionally, the gold...
-
Inventing the Potential of a High-Frequency EEG, Namely Dodecanogram (DDG): Human Subjects’ Study
The conventional EEG machine measures brain signal frequencies between 1 and 300 Hz on the scalp. By utilizing Fourier transform (FFT), it generates...
-
Towards Real-World Neuromonitoring and Applications in Cognitive Engineering
Recent advances in noninvasive brain-computer interfacing (BCI) based on electroencephalography (EEG) have shed light on the development of a...
-
Research to Construct Intelligent Control Devices Using Brain Waves for the Disabled
Brainwaves are a new and growing field of research. When we approach the brainwaves at different levels, we can use them to control the surrounding...
-
EEG-Based Real-Time Prediction of Cognitive State on Smartphone
With the pace of high cutting-edge technical solutions, the ease of availability and affordability are the parameters which affect the accessibility...
-
Study on Drowsiness Detection System Using Deep Learning
The primary goal of this study is to detect the drowsiness level of drivers to make roads safer for people to ride on. People should be aware that to...
-
Target Speaker Detection with EEG/EOG Glasses: A Pilot Study
Recent studies have examined the use of electroencephalography (EEG) and electrooculography (EOG) for target speaker detection in multi-speaker...
-
Human Mental Stage Interpretation Based on the Analysis of Electroencephalogram (EEG) Signals
There are various stages in human mental development. Among them are consciousness, drowsiness, and light sleep. These human mental stages and...
-
Methodology for Selection of Ideal Sound Stimulation Frequencies for BMIs Applications Based on the Oddball Auditory Paradigm
Individuals with locked-in syndrome face several problems of communication and autonomy once they are trapped inside their own bodies. They can...
-
EEG-Based Drivers Drowsiness Prediction Using Personalized Features Extraction and Classification Methods Under Python
During the last century, most of researchers tend to develop alternative solutions to variant fields’ problems using artificial intelligence and...