Publications citing EEG During Mental Arithmetic Tasks v1.0.0

Super Fourier analysis: A highly efficient framework for multivariate signal processing
Tianqi Li, Nan Chen, Zhike Peng et al. Signal Processing, 2025. Cites: paper

Cognitive load detection through EEG lead wise feature optimization and ensemble classification
Jammisetty Yedukondalu, Kalyani Sunkara, Vankayalapati Radhika et al. Scientific Reports, 2025. Cites: paper

On-site biosignal amplification using a single high-spin conjugated polymer
Gaoyang Ge, Jingcao Xu, Xinyue Wang et al. Nature Communications, 2025. Cites: paper

Stress detection based EEG under varying cognitive tasks using convolution neural network
Heba M. Afify, Kamel K. Mohammed, Aboul Ella Hassanien. Neural Computing and Applications, 2025. Cites: paper

An EEG-Based Spatial-Temporal Hybrid Architecture for Cognitive Load Detection
Jiaguan Han, Haolong Su, Lu Wang et al. Communications in computer and information science, 2025. Cites: paper

BiConformer: EEG-Based Cognitive Load Assessment Using a Bidirectional Convolutional Transformer Network
Xu Yan, Yuhang Shi, Tingting Zhang et al. IEEE Transactions on Instrumentation and Measurement, 2025. Cites: paper

Brainprint Measurement Under Complex Cognitive Load Scenarios With a Spatially Aware Polyspectral Retention Network
Yinuo Shi, Xin Xie, Xiaolong Zhong et al. IEEE Transactions on Instrumentation and Measurement, 2025. Cites: paper

Convolutional Autoencoder-Based Dimensionality Reduction for EEG Microstate Analysis
Sanat Thukral, Bujar Raufi, Bojan Božić. IFIP advances in information and communication technology, 2025. Cites: paper

Deep Learning Based EEG Based Mental Workload Detection with Discrete Wavelet Transform and Welch’s Power Spectral Density
Shraddha Jain Sharma, Ratnalata Gupta. Procedia Computer Science, 2025. Cites: paper

EEG-Based Cognitive Load Detection Using Pre-trained CNN
Jammisetty Yedukondalu, Mandalaneni Jaya, Gunaganti Sravanthi et al. Lecture notes in electrical engineering, 2025. Cites: paper

EEGUnity: Open-Source Tool in Facilitating Unified EEG Datasets Toward Large-Scale EEG Model
Chengxuan Qin, Rui Yang, Wenlong You et al. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2025. Cites: paper

Evaluation of Deep Learning Methods Applied in Predictive Classification of EEG Data with a Dataset Augmentation Proposal
Maria Fernanda O. de Figueiredo, Cristhiane Gonçalves, Marcella Scoczynski Ribeiro Martins et al. World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany, 2025. Cites: paper

infoEEG-TM: A Non-Pretrained EEG Representation Learning Framework Basedon Information Theory
Jiang Wu, Huan Gao, Shangyang Li et al. SSRN Electronic Journal, 2025. Cites: paper

Multi-Resolution Autonomous Linear State Space Filters for N-Dimensional Signals
Christof Baeriswyl, Frédéric Waldmann, Alexander Bertrand et al. IEEE Transactions on Signal Processing, 2025. Cites: paper

Predicting Stress Levels During a Mental Arithmetic Task from EEG Data
Yiming Kang, Sarah Tan Si Yu, Woon Qi Rui Ethan et al. Proceedings in Technology Transfer, 2025. Cites: paper

Results on Real Physiological Signals
Andrea Scarciglia, Claudio Bonanno, Gaetano Valenza. Springer eBooks, 2025. Cites: paper

SCVCNet: Sliding Cross-Vector Convolution Network for Task-Independent Cognitive Workload Recognition With EEG Measurement
Qi Wang, Li Chen, Zhiyuan Zhan et al. IEEE Transactions on Instrumentation and Measurement, 2025. Cites: paper

Spatiotemporal Connectivity and Fractal–Spectral Profiles (STC-FSP): A Handcrafted Feature Framework for EEG-Based Mental Stress Recognition
Dwi Utari Surya, Sholeh Hadi Pramono, Panca Mudjirahardjo et al. IEEE Access, 2025. Cites: paper

Vision Transformer and Brain Connectivity Patterns for Estimating Cognitive States
Debashis Das Chakladar. IEEE Access, 2025. Cites: paper

Cognitive Workload Classification Using Electroencephalogram Signal
Muhammad Sudipto Siam Dip. International Conference on Computer and Information Technology (ICCIT), 2024. Cites: paper

Detection of Cognitive Workload Using Optimized Number of EEG Features
Subashis Karmakar, Suranjan Das, Chiranjib Koley et al. IEEE Calcutta Conference (CALCON), 2024. Cites: paper

A Deep Learning Technique for Real-Time Detection of Cognitive Load Using Optimal Number of EEG Electrodes
Subashis Karmakar, Supreeti Kamilya, Chiranjib Koley et al. IEEE Transactions on Instrumentation and Measurement, 2024. Cites: paper

Enhanced Cross-Task EEG Classification: Domain Adaptation with EEGNet
Vishal Kumar Pandey, Nikhil Panwar, Atharva Kumbhar et al. Lecture notes in computer science, 2024. Cites: paper

EEG-Deformer: A Dense Convolutional Transformer for Brain-Computer Interfaces
Yi Ding, Yong Li, Hao Sun et al. IEEE Journal of Biomedical and Health Informatics, 2024. Cites: paper

Stress analysis of EEG signal using K-means clustering and hybrid classifier
Priyanshu Pallav, K. K. Srivastava. International Conference on Advancements and Key Challenges in Green Energy and Computing (AKGEC), 2024. Cites: paper

KRAFS-ANet: A novel framework for EEG-based stress classification using channel selection and optimized ensemble stacking
Shikha Shikha, Divyashikha Sethia, S. Indu. International Journal of Machine Learning and Cybernetics, 2024. Cites: paper

A Pilot Study On Detecting Cognitive Load Using Kolmogorov-Arnold Networks With EEG Signals
Guangshuai Wang, Tengfei Gao, Zhiyi Yang et al. International Conference on Intelligent Education and Intelligent Research (IEIR), 2024. Cites: paper

Minimum-Cost Channel Selection in Wearables
Ramesh Kumar Sah, Nooshin Taheri Chatrudi, Stephanie Marita Carpenter et al. Wearable and Implantable Body Sensor Networks, 2024. Cites: paper

Wavelet-Augmented Self-Supervised Learning for Accurate Classification of Cognitive Workload
Nooshin Taheri Chatrudi, William C. Clegern, Robert Hager et al. Wearable and Implantable Body Sensor Networks, 2024. Cites: paper

Machine learning assisted EEG signal classification for automated diagnosis of mental stress
Himanshu Chhabra, Urvashi Chauhan, Prince Jain et al. Elsevier eBooks, 2024. Cites: paper

Automated recognition of mental cognitive workload through nonlinear EEG analysis
Zhihong Zheng, Lin Weng. Web Intelligence, 2024. Cites: paper

EEG-based stress identification using oscillatory mode decomposition and artificial neural network
Sarika Khandelwal, Nilima Salankar, Saeed Mian Qaisar. Elsevier eBooks, 2024. Cites: paper

Systematic review of experimental paradigms and deep neural networks for electroencephalography-based cognitive workload detection
Vishnu KN, Cota Navin Gupta. Progress in Biomedical Engineering, 2024. Cites: dataset

A Spatio-Temporal Capsule Neural Network with Self-Correlation Routing for EEG Decoding of Semantic Concepts of Imagination and Perception Tasks
Jianxi Huang, Yinghui Chang, Wenyu Li et al. Sensors, 2024. Cites: paper

Exploring Spectral and Nonlinear Characteristics of Neural Dynamics during Cognitive Loading
Sambit Saha, Nilotpal Das, Monisha Chakraborty. IEEE India Council International Subsections Conference (INDISCON), 2024. Cites: paper

EEG classification of resting state and arithmetic cognitive workload using functional connectivity of different frequency bands and machine learning techniques
Min Dong, Lei Li, Haozhi Yan et al. Smart Science, 2024. Cites: paper

The influence of mental calculations on brain regions and heart rates
Morteza Jafari Malali, Yashar Sarbaz, Sepideh Zolfaghari et al. Scientific Reports, 2024. Cites: paper

The Effectiveness of Advance Deep Learning Architectures for Classification of Stress using Raw EEG Data
Ayush Tibrewal, Shikha Shikha, Divyashikha Sethia. Asia Pacific Conference on Innovation in Technology (APCIT), 2024. Cites: paper

Transferrable Subject-Independent Feature Representation for Discriminating EEG-Based Brain Signals
Haowei Lou, Zesheng Ye, Lina Yao. Guidance Navigation and Control, 2024. Cites: paper

Exploring Brain Network Changes During Mental Arithmetic Task With Minimum Spanning Tree
Juan Perez-Navarro, Andy Domínguez-Monterroza, Alberto Patiño-Vanegas. National Meeting on Optics and Andean and Caribbean Conference on Optics and its Applications (ENO-CANCOA), 2024. Cites: paper

Baseline Wander and Power Line Interference Removal from Physiological Signals Using Fractional Notch Filter Optimized Through Genetic Algorithm
Mohamed Reda Lakehal, Youcef Ferdi. Arabian Journal for Science and Engineering, 2024. Cites: paper

Assessing the Effects of Various Gaming Platforms on Players’ Affective States and Workloads through Electroencephalogram
Pratheep Kumar Paranthaman, Spencer Graham, Nikesh Bajaj. Electronics, 2024. Cites: paper

Evaluation of EEG Signals by Spectral Peak Methods and Statistical Correlation for Mental State Discrimination Induced by Arithmetic Tasks
Daniela Andreea Coman, Silviu Ioniță, Ioan Lita. Sensors, 2024. Cites: paper

Effects of Sampling Length and Overlap Ratio on EEG Mental Arithmetic Task Performance: A Comparative Study
Samet Oran, Esen Yıldırım. GAZI UNIVERSITY JOURNAL OF SCIENCE, 2024. Cites: paper

Electroencephalogram Functional Connectivity Analysis and Classification of Mental Arithmetic Working Memory Task
Harshini Gangapuram, Vidya B. Manian. Signals, 2024. Cites: paper

An Ensemble Approach to Classify Mental Stress using EEG Based Time-Frequency and Non-Linear Features
Safkat Shahrier Swapnil, Md. Nuhi-Alamin, Kazi Mahmudur Rahman et al. International Conference on Advancement in Electrical and Electronic Engineering (ICAEEE), 2024. Cites: paper

Verification of Source Activations in a 3D Brain Model Using ‘CLEVER’ Algorithm for Mental Arithmetic Conditions
Jeenal Rambhia, Rajendra G. Sutar. Annals of Neurosciences, 2024. Cites: paper

EEG-based detection of cognitive load using VMD and LightGBM classifier
Prince Jain, Jammisetty Yedukondalu, Himanshu Chhabra et al. International Journal of Machine Learning and Cybernetics, 2024. Cites: paper

Stress-Nets- A Novel LSTM Ensembled Single Feed Forward Layers for Stress Classification with EEG Signals
S. Jerritta Muhammadu Sathik Raja M. S. Journal of Electrical Systems, 2024. Cites: paper

Impact of mental arithmetic task on the electrical activity of the human brain
Tahmineh Azizi. Neuroscience Informatics, 2024. Cites: paper

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