Automated mental arithmetic performance detection using quantum pattern-and triangle pooling techniques with EEG signals
Background Electroencephalography (EEG) signals recorded during mental arithmetic tasks
can be used to quantify mental performance. The classification of these input EEG signals …
can be used to quantify mental performance. The classification of these input EEG signals …
Stress Detection and Audio-Visual Stimuli Classification from Electroencephalogram
Electroencephalogram (EEG) is the graphical representation of Brain's electrical activity.
Mental stress can be detected in many ways and EEG is one of them. Regular mental stress …
Mental stress can be detected in many ways and EEG is one of them. Regular mental stress …
Negative Stances Detection from Multilingual Data Streams in Low-Resource Languages on Social Media Using BERT and CNN-Based Transfer Learning Model
S Kumar - ACM Transactions on Asian and Low-Resource …, 2024 - dl.acm.org
Online social media allows users to connect with a large number of people across the globe
and facilitate the exchange of information efficiently. These platforms cater to many of our …
and facilitate the exchange of information efficiently. These platforms cater to many of our …
[HTML][HTML] Prediction of Attention and Short-Term Memory Loss by EEG Workload Estimation
Mental workload plays a vital role in cognitive impairment. The impairment refers to a
person's difficulty in remembering, receiving new information, learning new things …
person's difficulty in remembering, receiving new information, learning new things …
A Comparative Analysis of Different Preprocessing Pipelines for EEG-based Mental Stress Detection
Stress is considered one of the major reasons behind physical and mental health
deterioration gradually. Long-term stress can also hamper the sleep cycle and people can …
deterioration gradually. Long-term stress can also hamper the sleep cycle and people can …
[PDF][PDF] Differentiating Mental Stress Levels: Analysing Machine Learning Algorithms Comparatively For EEG-Based Mental Stress Classification Using MNE-Python
S Samarpita, R Satpathy… - Journal of Advanced …, 2023 - pdfs.semanticscholar.org
Mental stress is a prevalent and consequential condition that impacts individuals' well-being
and productivity. Accurate classification of mental stress levels using electroencephalogram …
and productivity. Accurate classification of mental stress levels using electroencephalogram …
Electroencephalogram Functional Connectivity Analysis and Classification of Mental Arithmetic Working Memory Task
H Gangapuram, V Manian - Signals, 2024 - mdpi.com
Analyzing brain activity during mental arithmetic tasks provides insight into psychological
disorders such as ADHD, dyscalculia, and autism. While most research is conducted on the …
disorders such as ADHD, dyscalculia, and autism. While most research is conducted on the …
An Ensemble Approach to Classify Mental Stress using EEG Based Time-Frequency and Non-Linear Features
SS Swapnil, M Nuhi-Alamin… - … on Advancement in …, 2024 - ieeexplore.ieee.org
This study proposes a novel method for classifying mental stress before and during
arithmetic task using combined nonlinear features and time-frequency domain features …
arithmetic task using combined nonlinear features and time-frequency domain features …
Early depression prediction and estimation with eeg signals using machine learning algorithm
K Latha - … on Communication, Computing and Internet of …, 2022 - ieeexplore.ieee.org
Depression is a mental disorder that causes feelings of unhappiness and loss of interest.
Depression is afflicting a significant portion of the world's kids and adults at the present time …
Depression is afflicting a significant portion of the world's kids and adults at the present time …
[PDF][PDF] Stress Detection and Audio-Visual Stimuli Classification From Electroencephalogram
MDFK KHONDAKAR, M HASAN - 2024 - researchgate.net
Electroencephalogram (EEG) is the graphical representation of Brain's electrical activity.
Mental stress can be detected in many ways and EEG is one of them. Regular mental stress …
Mental stress can be detected in many ways and EEG is one of them. Regular mental stress …