Fusing sEMG and EEG to increase the robustness of hand motion recognition using functional connectivity and GCN

S Yang, M Li, J Wang - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
Surface electromyogram (sEMG) is widely used in active rehabilitation control for stroke
patients. However, the accuracy of movement recognition using sEMG signals is affected by …

Analysis of weight-directed functional brain networks in the deception state based on EEG signal

S Wei, J Gao, Y Yang, N Xiong, J Zhang… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Although analyzing the brain's functional and structural network has revealed that numerous
brain networks are necessary to collaborate during deception, the directionality of these …

Exploring the Functional Brain Network of Deception in Source-Level EEG via Partial Mutual Information

Q Kang, F Li, J Gao - Electronics, 2023 - mdpi.com
In this study, partial mutual information at the source level was used to construct brain
functional networks in order to examine differences in brain functions between lying and …

Effective connectivity in cortical networks during deception: a lie detection study based on EEG

J Gao, X Min, Q Kang, H Si, H Zhan… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
Thus far, when deception behaviors occur, the connectivity patterns and the communication
between different brain areas remain largely unclear. In this study, the most important …

Comprehensive Review of Lie Detection in Subject Based Deceit Identification

T Nagale, A Khandare - International Conference on Intelligent Computing …, 2023 - Springer
With the increase in crime, the issue of deception identification has become more significant.
The main task at hand is to separate the innocent and culpable groups in the EEG data for …

Neural correlates of guilt knowledge analysis using electroencephalographic technique

M Jagannath, K Adalarasu… - The Journal of Forensic …, 2022 - Taylor & Francis
Detecting the guilty individual in a theft among normal people is an essential part of the
criminal justice system. The main objective of this study is to detect the guilty individual of …

Deception Detection Using Random Forest and KNN

S Tilak Chander, S Devi, AG Harshavardhan… - … Intelligence in Data …, 2024 - Springer
Every person lies to try and escape or avoid some situation. Lying is considered to be a form
of deceit and can have a very negative impact in today's judicial world. Criminals …