Automated mental arithmetic performance detection using quantum pattern-and triangle pooling techniques with EEG signals

N Baygin, E Aydemir, PD Barua, M Baygin… - Expert Systems with …, 2023 - Elsevier
Background Electroencephalography (EEG) signals recorded during mental arithmetic tasks
can be used to quantify mental performance. The classification of these input EEG signals …

BiCurNet: Pre-movement EEG based neural decoder for biceps curl trajectory estimation

M Saini, A Jain, SP Muthukrishnan… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Kinematic parameter (KP) estimation from early electroencephalogram (EEG) signals is
essential for positive augmentation using wearable robots. However, surface EEG-based …

Utilizing Graph Signal Processing based Spectrum to Classify Mental Tasks with Multi-Channel EEG Signals

R Sharma, HK Meena - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
The precise identification of mental tasks through the analysis of electroencephalogram
(EEG) signals plays an important role in the field of brain–computer interfaces (BCIs) …

Recent trends and Indications in the field of Motor Imagery: a Brain-computer interface paradigm

A Suri, S Jabin, M Khan, KIK Sherwani… - … on Recent Advances …, 2023 - ieeexplore.ieee.org
Brain-computer interface (BCI) is a well-established technology that facilitates the
communication between a user and an external device solely based on brain activity …

Mental Task Classification using Machine Learning

A Suri, S Jabin, M Khan, KIK Sherwani… - … on Recent Advances …, 2023 - ieeexplore.ieee.org
Brain-computer interface (BCI) applications are an exciting area of research that has the
potential to drastically alter the way we engage with technology. By translating brainwaves …

Effects of Sampling Length and Overlap Ratio on EEG Mental Arithmetic Task Performance: A Comparative Study

S Oran, E Yıldırım - Gazi University Journal of Science - dergipark.org.tr
Cognitive tasks have become quite popular in recent years. Understanding this sort of
neurological research, its real-world applications, and how it may be improved in future …

[引用][C] Optimization of Fault Elimination Method for Hydraulic Cylinder of Construction Machinery Based on Feature Clustering and Wavelet Analysis

Y Wang - 2023