Author

Siqi Cai

National University of SingaporeORCID 0000-0003-3282-9246Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:electronic health records· 2

Frequent Co-Authors

Ahmed A. MoustafaiD· 1 shared Enze SuiD· 1 shared Faramarz FaghihiiD· 1 shared Haizhou LiiD· 1 shared Longhan XieiD· 1 shared Peiwen LiiD· 1 shared

Activity by Year

2021-2021 · peak 2/yr

Co-Author Collaboration Network

6 top collaborators · 7 mutual co-author links

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1 shared paperNeuroscience

Ahmed A. MoustafaORCID

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2 papers

Recent·Most cited

NeuroscienceFrontiers in NeurosciencePeer-reviewedJul 21, 2021

Auditory attention detection with EEG channel attention

Enze Su, Siqi Cai, Peiwen Li…·Haizhou Li

This paper introduces a soft channel attention mechanism for auditory attention detection using EEG signals, achieving high accuracy across different channel counts and decision window sizes.

28 citations

electronic health recordsdeep learning

𝕏 PostBluesky

NeurosciencebioRxivPreprintMay 25, 2021

A Neuroscience-Inspired Spiking Neural Network for Auditory Spatial Attention Detection Using Single-Trial EEG

Faramarz Faghihi, Siqi Cai, Ahmed A. Moustafa

This paper introduces a spiking neural network for detecting auditory spatial attention from single-trial EEG data, achieving 90% accuracy with only 10% of the data.

1 citation

electronic health recordsdeep learning

𝕏 PostBluesky