Yalda Shahriari

28 papers Journal 12Unranked 16

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	ABSOLUTENET: A Deep Learning Neural Network to Classify Cerebral Hemodynamic Responses of Auditory Processing. MLSP Behtom Adeli, John McLinden, Pankaj Pandey, Ming Shao, Yalda Shahriari
2025	J	`jnl`	AbsoluteNet: A Deep Learning Neural Network to Classify Cerebral Hemodynamic Responses of Auditory Processing. CoRR Behtom Adeli, John McLinden, Pankaj Pandey, Ming Shao, Yalda Shahriari
2025	J	`jnl`	Macroscopic EEG Reveals Discriminative Low-Frequency Oscillations in Plan-to-Grasp Visuomotor Tasks. CoRR Anna Cetera, Sima Ghafoori, Ali Rabiee, Mohammad Hassan Farhadi, Yalda Shahriari, Reza Abiri
2025	J	`jnl`	Toward Improving fNIRS Classification: A Study on Activation Functions in Deep Neural Architectures. CoRR Behtom Adeli, John McLinden, Pankaj Pandey, Ming Shao, Yalda Shahriari
2024	—	`conf`	Bispectrum Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types. EMBC Sima Ghafoori, Ali Rabiee, Anna Cetera, Yalda Shahriari, Reza Abiri
2024	—	`conf`	Classification of Emerging Neural Activity from Planning to Grasp Execution using a Novel EEG-Based BCI Platform. EMBC Anna Cetera, Ali Rabiee, Sima Ghafoori, Yalda Shahriari, Reza Abiri
2024	J	`jnl`	Investigation of electro-vascular phase-amplitude coupling during an auditory task. Comput. Biol. Medicine John McLinden, Neela Rahimi, Chetan Kumar, Dean J. Krusienski, Ming Shao, Kevin M. Spencer, Yalda Shahriari
2024	J	`jnl`	Multimodal pre-screening can predict BCI performance variability: A novel subject-specific experimental scheme. Comput. Biol. Medicine Seyyed Bahram Borgheai, Alyssa Hillary Zisk, John McLinden, James McIntyre, Reza Sadjadi, Yalda Shahriari
2024	—	`conf`	Precision Enhancement in Sustained Visual Attention Training Platforms: Offline EEG Signal Analysis for Classifier Fine-Tuning. EMBC Maryam Norouzi, Mohammad Zaeri Amirani, Yalda Shahriari, Reza Abiri
2024	—	`conf`	Wavelet Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types. EMBC Ali Rabiee, Sima Ghafoori, Anna Cetera, Yalda Shahriari, Reza Abiri
2024	J	`jnl`	fNIRSNET: A multi-view spatio-temporal convolutional neural network fusion for functional near-infrared spectroscopy-based auditory event classification. Eng. Appl. Artif. Intell. Pankaj Pandey, John McLinden, Neela Rahimi, Chetan Kumar, Ming Shao, Kevin M. Spencer, Sarah Ostadabbas, Yalda Shahriari
2023	J	`jnl`	A dynamical graph-based feature extraction approach to enhance mental task classification in brain-computer interfaces. Comput. Biol. Medicine Shaotong Zhu, Sarah M. Ismail Hosni, Xiaofei Huang, Michael Wan, Seyyed Bahram Borgheai, John McLinden, Yalda Shahriari, Sarah Ostadabbas
2023	—	`conf`	Automating visual feedback in H-reflex operant conditioning studies: Feasibility and first steps. NER John McLinden, Darren E. Gemoets, Daniel Hahn, Jodi Brangaccio, Yalda Shahriari, Jonathan R. Wolpaw, James J. S. Norton
2023	—	`conf`	Context-aware Multimodal Auditory BCI Classification through Graph Neural Networks. EMBC Chetan Kumar, Neela Rahimi, Rohan Gonjari, John McLinden, Sarah M. Ismail Hosni, Yalda Shahriari, Ming Shao
2023	—	`conf`	Exploratory tNIRS Assessment of Cortical Activation during a Novel Virtual Reality Object Orientation Memory Task. NER James McIntyre, John McLinden, Seyyed Bahram Borgheai, Yalda Shahriari
2023	—	`conf`	Phase-Amplitude Coupling Between EEG Cortical Oscillations and Respiration: An Exploratory Study. NER John McLinden, Seyyed Bahram Borgheai, Chetan Kumar, Neela Rahimi, Ming Shao, Kevin M. Spencer, Yalda Shahriari
2022	J	`jnl`	A Graph-Based Nonlinear Dynamic Characterization of Motor Imagery Toward an Enhanced Hybrid BCI. Neuroinformatics Sarah M. Ismail Hosni, Seyyed Bahram Borgheai, John McLinden, Shaotong Zhu, Xiaofei Huang, Sarah Ostadabbas, Yalda Shahriari
2022	J	`jnl`	An E-Textile Respiration Sensing System for NICU Monitoring: Design and Validation. J. Signal Process. Syst. 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
2021	—	`conf`	A Graph-Based Dynamical Characterization and Inference in Hybrid BCIs. ACSCC Sarah M. Ismail Hosni, Seyyed Bahram Borgheai, John McLinden, Shaotong Zhu, Sarah Ostadabbas, Yalda Shahriari
2021	—	`conf`	A Graph-Based Feature Extraction Algorithm Towards a Robust Data Fusion Framework for Brain-Computer Interfaces. EMBC Shaotong Zhu, Sarah M. Ismail Hosni, Xiaofei Huang, Seyyed Bahram Borgheai, John McLinden, Yalda Shahriari, Sarah Ostadabbas
2021	—	`conf`	Graph-based Recurrence Quantification Analysis of EEG Spectral Dynamics for Motor Imagery-based BCIs. EMBC Sarah M. Ismail Hosni, Seyyed Bahram Borgheai, John McLinden, Shaotong Zhu, Xiaofei Huang, Sarah Ostadabbas, Yalda Shahriari
2019	—	`conf`	Multimodal Evaluation of Mental Workload Using a Hybrid EEGfNIRS Brain-Computer Interface System NER Seyyed Bahram Borgheai, R. J. Deligani, John McLinden, Mohammadreza Abtahi, Sarah Ostadabbas, Kunal Mankodiya, Yalda Shahriari
2019	—	`conf`	Neural Alterations During Use of a P300-based BCI by Individuals with Amyotrophic Lateral Sclerosis NER R. J. Deligani, Sarah M. Ismail Hosni, Theresa M. Vaughan, Lynn M McCane, D. J. Zeitlin, Dennis J. McFarland, Dean J. Krusienski, Yalda Shahriari
2019	—	`conf`	Towards a Single Trial fNIRS-based Brain-Computer Interface for Communication. NER Seyyed Bahram Borgheai, Mohammadreza Abtahi, Kunal Mankodiya, John McLinden, Yalda Shahriari
2018	J	`jnl`	Electrocardiogram Signal Quality Assessment Based on Structural Image Similarity Metric. IEEE Trans. Biomed. Eng. Yalda Shahriari, Richard Fidler, Michele M. Pelter, Yong Bai, Andrea Villaroman, Xiao Hu
2017	J	`jnl`	Is the Sequence of SuperAlarm Triggers More Predictive Than Sequence of the Currently Utilized Patient Monitor Alarms? IEEE Trans. Biomed. Eng. Yong Bai, Duc H. Do, Quan Ding, Jorge Arroyo-Palacios, Yalda Shahriari, Michele M. Pelter, Noel G. Boyle, Richard Fidler, Xiao Hu
2015	—	`conf`	Directional brain functional interaction analysis in patients with amyotrophic lateral sclerosis. NER Yalda Shahriari, Eric W. Sellers, Lynn M McCane, Theresa M. Vaughan, Dean J. Krusienski
2013	J	`jnl`	Improving the performance of P300-based brain-computer interface through subspace-based filtering. Neurocomputing Yalda Shahriari, Abbas Erfanian