Multimodal subspace identification for modeling discrete-continuous spiking and field potential population activity
Objective. Learning dynamical latent state models for multimodal spiking and field potential
activity can reveal their collective low-dimensional dynamics and enable better decoding of …
activity can reveal their collective low-dimensional dynamics and enable better decoding of …
From lab to life: assessing the impact of real-world interactions on the operation of rapid serial visual presentation-based brain-computer interfaces
Objective. Brain-computer interfaces (BCI) have been extensively researched in controlled
lab settings where the P300 event-related potential (ERP), elicited in the rapid serial visual …
lab settings where the P300 event-related potential (ERP), elicited in the rapid serial visual …
Event detection and classification from multimodal time series with application to neural data
The detection of events in time-series data is a common signal-processing problem. When
the data can be modeled as a known template signal with an unknown delay in Gaussian …
the data can be modeled as a known template signal with an unknown delay in Gaussian …
EEG-eye movements cross-modal decision confidence measurement with generative adversarial networks
C Fei, R Li, LM Zhao, WL Zheng… - 2023 11th International …, 2023 - ieeexplore.ieee.org
Decision confidence is an individual's feeling of correctness or optimization when making a
decision. Various physiological signals, including electroencephalography (EEG) and eye …
decision. Various physiological signals, including electroencephalography (EEG) and eye …
Effective connectivity predicts distributed neural coding of perceptual decision confidence, uncertainty and speed
A Asadpour, KF Wong-Lin - bioRxiv, 2024 - biorxiv.org
Decision-making is often accompanied by a level of confidence regarding the accuracy of
one's decision. Previous studies have indicated neural activity associated with perceptual …
one's decision. Previous studies have indicated neural activity associated with perceptual …
Towards EEG-Based Decision Support Systems: Externalizing Neural Information to Assist Economic Decisions
F Stano, MT Knierim - 2024 - aisel.aisnet.org
Making informed decisions in an era of vast choice options is increasingly presenting as a
problem. In an effort to overcome task-specific decision support systems (DSS), this article …
problem. In an effort to overcome task-specific decision support systems (DSS), this article …
Enhancing Decision-making Function Using Brain-computer Interface
C Yang - MedScien, 2024 - deanfrancispress.com
Brain-computer interfaces (BCIs) are one of the key research topics today, particularly
important in the field of neuroscience, and researchers have found that BCIs can be applied …
important in the field of neuroscience, and researchers have found that BCIs can be applied …