Stress Detection and Audio-Visual Stimuli Classification from Electroencephalogram

TG Troyee, MH Chowdhury, MFK Khondakar… - IEEE …, 2024 - ieeexplore.ieee.org
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 …

Automating Stimulation Frequency Selection for SSVEP-Based Brain-Computer Interfaces

A Kozin, A Gerasimov, M Bakaev, A Pashkov… - Algorithms, 2023 - mdpi.com
Brain–computer interfaces (BCIs) based on steady-state visually evoked potentials
(SSVEPs) are inexpensive and do not require user training. However, the highly …

A Comparative Analysis of Different Preprocessing Pipelines for EEG-based Mental Stress Detection

TG Troyee, MFK Khondakar, M Hasan… - … and Information & …, 2024 - ieeexplore.ieee.org
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 …

Acute Stress Analysis Resulting from Word Construction Using EEG and fNIRS

J De La Cruz, K George - 2022 IEEE 13th Annual Ubiquitous …, 2022 - ieeexplore.ieee.org
The regular exposure to stress in everyday lives can adversely affect one's health if its
presence is not monitored. Hence, being able to classify the levels of stress an individual …

EEG and fNIRS Analysis to Determine Acute Stress Resulting From Reaction Time Tests

J De La Cruz, J Law… - 2023 IEEE 13th …, 2023 - ieeexplore.ieee.org
Due to the common occurrence of stress in a variety of fields, reliable methods of stress
detection remain important in order to assess sources of stress. This study focused on …

Electroencephalogram Based Stress Detection Using Machine Learning

H Ohal, A Tiwari, K Satote, S Zagade, V Tule… - … Intelligence in Data …, 2024 - Springer
This study analyses the topic of stress, highlighting the vital necessity of efficient co**
techniques and mentality-based approaches to identify different stress states in a timely …

[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 …

[PDF][PDF] EEG Sinyallerinden Trigonometrik Dönüşüm Esaslı Çıkarılan Öznitelikler ile Farklı Stres Kaynaklarının Sınıflandırılması Classification of Different Stress Sources …

MS ÜNVER, Ö AYDEMİR - eleco.org.tr
Özet Stres günümüzde olumsuz birçok olay ile birlikte tetiklenerek insanların psikolojik ve
fiziksel tepkiler gösterdiği bir durum olarak kabul edilmektedir. İnsanlarda stres seviyesinin …