Search Results - "Rahimi, Neela"

Utilizing Inherent Bias for Memory Efficient Continual Learning: A Simple and Robust Baseline by Rahimi, Neela, Shao, Ming

“…Learning from continuously evolving data is critical in real-world applications. This type of learning, known as Continual Learning (CL), aims to assimilate…”
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Topology-Aware Multimodal Fusion for Neural Dynamics Representation Learning and Classification by Rahimi, Neela, Kumar, Chetan, McLinden, John, Ismail Hosni, Sarah, Bahram Borgheai, Seyyed, Shahriari, Yalda, Shao, Ming

“…Applications of multimodal neuroimaging techniques, including electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS) have gained…”
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Baseband Modulation Classification using Incremental Learning by Morehouse, Todd, Rahimi, Neela, Shao, Ming, Zhou, Ruolin

“…Automatic modulation classification (AMC) has been used in channel estimation to better understand the active users and signals. Traditional methods used…”
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Context-aware Multimodal Auditory BCI Classification through Graph Neural Networks by Kumar, Chetan, Rahimi, Neela, Gonjari, Rohan, McLinden, John, Hosni, Sarah Ismail, Shahriari, Yalda, Shao, Ming

“…The prospect of electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS) in the presence of topological information of participants is…”
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