Improving the performance of P300-based brain-computer interface through subspace-based filtering. - Yalda Shahriari; Abbas Erfanian (Neurocomputing, 2013)

Directional brain functional interaction analysis in patients with amyotrophic lateral sclerosis. - Yalda Shahriari; Eric W. Sellers; L. M. McCane; Theresa M. Vaughan; Dean J. Krusienski (NER, 2015)

Is the Sequence of SuperAlarm Triggers More Predictive Than Sequence of the Currently Utilized Patient Monitor Alarms? - Yong Bai; Duc H. Do; Quan Ding; Jorge Arroyo-Palacios; Yalda Shahriari; Michele M. Pelter; Noel G. Boyle; Richard Fidler; Xiao Hu 002 (IEEE Trans. Biomed. Eng., 2017)

Electrocardiogram Signal Quality Assessment Based on Structural Image Similarity Metric. - Yalda Shahriari; Richard Fidler; Michele M. Pelter; Yong Bai; Andrea Villaroman; Xiao Hu 002 (IEEE Trans. Biomed. Eng., 2018)

Towards a Single Trial fNIRS-based Brain-Computer Interface for Communication. - Seyyed Bahram Borgheai; Mohammadreza Abtahi; Kunal Mankodiya; John McLinden; Yalda Shahriari (NER, 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 (NER, 2019)

Neural Alterations During Use of a P300-based BCI by Individuals with Amyotrophic Lateral Sclerosis*. - R. J. Deligani; Sarah M. Ismail Hosni; Theresa M. Vaughan; L. M. McCane; D. J. Zeitlin; Dennis J. McFarland; Dean J. Krusienski; Yalda Shahriari (NER, 2019)

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 (ACSCC, 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 (EMBC, 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 (EMBC, 2021)

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)

An E-Textile Respiration Sensing System for NICU Monitoring: Design and Validation. - Gozde Cay; Vignesh Ravichandran; Manob Jyoti Saikia; Laurie Hoffman; Abbot Laptook; James Padbury; Amy L. Salisbury; Anna Gitelson-Kahn; Krishna K. Venkatasubramanian; Yalda Shahriari; Kunal Mankodiya (J. Signal Process. Syst., 2022)

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 (EMBC, 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 (NER, 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 (NER, 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 (NER, 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, 2023)

Classification of Emerging Neural Activity from Planning to Grasp Execution using a Novel EEG-Based BCI Platform. - Anna Cetera; Ali Rabiee; Sima Ghafoori; Yalda Shahriari; Reza Abiri (EMBC, 2024)

Bispectrum Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types. - Sima Ghafoori; Ali Rabiee; Anna Cetera; Yalda Shahriari; Reza Abiri (EMBC, 2024)

Precision Enhancement in Sustained Visual Attention Training Platforms: Offline EEG Signal Analysis for Classifier Fine-Tuning. - Maryam Norouzi; Mohammad Zaeri Amirani; Yalda Shahriari; Reza Abiri (EMBC, 2024)

Wavelet Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types. - Ali Rabiee; Sima Ghafoori; Anna Cetera; Yalda Shahriari; Reza Abiri (EMBC, 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)

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, 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, 2024)

AbsoluteNet: A Deep Learning Neural Network to Classify Cerebral Hemodynamic Responses of Auditory Processing. - Behtom Adeli; John McLinden; Pankaj Pandey; Ming Shao; Yalda Shahriari (CoRR, 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, 2025)