Browsing by Subject "EEG"
Now showing items 21-26 of 26
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IoT based brain-wave assistive system for paralyzed individuals
(BRAC University, 2020-12)Individuals suffering from severe paralysis encounter a multitude of issues that influence their quality of life. Paralysis can occur due to impairments of the central nervous system (CNS) causes by brain-stroke, ... -
Multiclass emotion classification by using Spectrogram image analysis: A CNN-XGBoost fusion approach
(Brac University, 2023-05)In recent times, AI based emotion recognition also known as affective-computing which is a burgeoning branch of artificial intelligence to some extent also helping the computers to become more intelligent by scrutinizing ... -
Predicting brain age from EEG signals using machine learning and neural network
(Brac University, 2022-05)The objective of this study was to develop a technique for calculating the ages of people’s brains by analyzing EEG data signals and using machine learning algorithms on a Raspberry Pi. We employed many machine learning ... -
Prediction and detection in change of cognitive load for VIP’s by a machine learning approach
(Brac University, 2021-06)The significance and urgency of detecting cognitive load of Visually Impaired Person is essential when perception comes while designing an automated navigation aid for them in unfamiliar indoor environments.Our paper ... -
Prediction of Epileptic Seizure onset based on EEG signals and learning approaches
(Brac University, 2020-04)Epileptic seizures happen due to sudden bursts of electrical activity in the brain. This uncontrolled outburst may produce physical problems, abnormal behavior. Before the beginning of the seizure, a prediction is very ... -
Prediction of success factors of FMCG commercials using signal processing and machine learning algorithms
(Brac University, 2021-06)In the highly advanced and competitive business world, today’s marketing strategy has become very difficult. To satisfy the needs and necessities of consumers, advanced marketing research methods are required to recognize ...