John McLinden

According to our database, John McLinden authored at least 16 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Toward Improving fNIRS Classification: A Study on Activation Functions in Deep Neural Architectures.

Behtom Adeli, John McLinden, Pankaj Pandey, Ming Shao, Yalda Shahriari

CoRR, July, 2025

ABSOLUTENET: A Deep Learning Neural Network to Classify Cerebral Hemodynamic Responses of Auditory Processing.

Behtom Adeli, John McLinden, Pankaj Pandey, Ming Shao, Yalda Shahriari

Proceedings of the 35th IEEE International Workshop on Machine Learning for Signal Processing, 2025

2024

Investigation of electro-vascular phase-amplitude coupling during an auditory task.

John McLinden, Neela Rahimi, Chetan Kumar, Dean J. Krusienski, Ming Shao, Kevin M. Spencer, Yalda Shahriari

Comput. Biol. Medicine, February, 2024

Multimodal pre-screening can predict BCI performance variability: A novel subject-specific experimental scheme.

Seyyed Bahram Borgheai, Alyssa Hillary Zisk, John McLinden, James McIntyre, Reza Sadjadi, Yalda Shahriari

Comput. Biol. Medicine, January, 2024

fNIRSNET: A multi-view spatio-temporal convolutional neural network fusion for functional near-infrared spectroscopy-based auditory event classification.

Pankaj Pandey, John McLinden, Neela Rahimi, Chetan Kumar, Ming Shao, Kevin M. Spencer, Sarah Ostadabbas, Yalda Shahriari

Eng. Appl. Artif. Intell., 2024

2023

A dynamical graph-based feature extraction approach to enhance mental task classification in brain-computer interfaces.

Shaotong Zhu, Sarah M. Ismail Hosni, Xiaofei Huang, Michael Wan, Seyyed Bahram Borgheai, John McLinden, Yalda Shahriari, Sarah Ostadabbas

Comput. Biol. Medicine, February, 2023

Automating visual feedback in H-reflex operant conditioning studies: Feasibility and first steps.

John McLinden, Darren E. Gemoets, Daniel Hahn, Jodi Brangaccio, Yalda Shahriari, Jonathan R. Wolpaw, James J. S. Norton

Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

Phase-Amplitude Coupling Between EEG Cortical Oscillations and Respiration: An Exploratory Study.

John McLinden, Seyyed Bahram Borgheai, Chetan Kumar, Neela Rahimi, Ming Shao, Kevin M. Spencer, Yalda Shahriari

Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

Exploratory tNIRS Assessment of Cortical Activation during a Novel Virtual Reality Object Orientation Memory Task.

James McIntyre, John McLinden, Seyyed Bahram Borgheai, Yalda Shahriari

Proceedings of the 11th International IEEE/EMBS Conference on Neural Engineering, 2023

Context-aware Multimodal Auditory BCI Classification through Graph Neural Networks.

Chetan Kumar, Neela Rahimi, Rohan Gonjari, John McLinden, Sarah M. Ismail Hosni, Yalda Shahriari, Ming Shao

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

A Graph-Based Nonlinear Dynamic Characterization of Motor Imagery Toward an Enhanced Hybrid BCI.

Sarah M. Ismail Hosni, Seyyed Bahram Borgheai, John McLinden, Shaotong Zhu, Xiaofei Huang, Sarah Ostadabbas, Yalda Shahriari

Neuroinformatics, 2022

2021

A Graph-Based Feature Extraction Algorithm Towards a Robust Data Fusion Framework for Brain-Computer Interfaces.

Shaotong Zhu, Sarah M. Ismail Hosni, Xiaofei Huang, Seyyed Bahram Borgheai, John McLinden, Yalda Shahriari, Sarah Ostadabbas

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Graph-based Recurrence Quantification Analysis of EEG Spectral Dynamics for Motor Imagery-based BCIs.

Sarah M. Ismail Hosni, Seyyed Bahram Borgheai, John McLinden, Shaotong Zhu, Xiaofei Huang, Sarah Ostadabbas, Yalda Shahriari

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

A Graph-Based Dynamical Characterization and Inference in Hybrid BCIs.

Sarah M. Ismail Hosni, Seyyed Bahram Borgheai, John McLinden, Shaotong Zhu, Sarah Ostadabbas, Yalda Shahriari

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2019

Multimodal Evaluation of Mental Workload Using a Hybrid EEGfNIRS Brain-Computer Interface System^*.

Seyyed Bahram Borgheai, R. J. Deligani, John McLinden, Mohammadreza Abtahi, Sarah Ostadabbas, Kunal Mankodiya, Yalda Shahriari

Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Towards a Single Trial fNIRS-based Brain-Computer Interface for Communication.

Seyyed Bahram Borgheai, Mohammadreza Abtahi, Kunal Mankodiya, John McLinden, Yalda Shahriari

Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019