Search Results for author: Kuan-Jung Chiang

Found 4 papers, 1 papers with code

SSVEP-DAN: A Data Alignment Network for SSVEP-based Brain Computer Interfaces

1 code implementation21 Nov 2023 Sung-Yu Chen, Chi-Min Chang, Kuan-Jung Chiang, Chun-Shu Wei

Steady-state visual-evoked potential (SSVEP)-based brain-computer interfaces (BCIs) offer a non-invasive means of communication through high-speed speller systems.

SSVEP

Using EEG Signals to Assess Workload during Memory Retrieval in a Real-world Scenario

no code implementations14 May 2023 Kuan-Jung Chiang, Steven Dong, Chung-Kuan Cheng, Tzyy-Ping Jung

Objective: The Electroencephalogram (EEG) is gaining popularity as a physiological measure for neuroergonomics in human factor studies because it is objective, less prone to bias, and capable of assessing the dynamics of cognitive states.

EEG Retrieval

Boosting Template-based SSVEP Decoding by Cross-domain Transfer Learning

no code implementations10 Feb 2021 Kuan-Jung Chiang, Chun-Shu Wei, Masaki Nakanishi, Tzyy-Ping Jung

Significance: This study demonstrated the capability of the LST-based transfer learning to leverage existing data across subjects and/or devices with an in-depth investigation of its rationale and behavior in various circumstances.

EEG SSVEP +1

Cross-Subject Transfer Learning Improves the Practicality of Real-World Applications of Brain-Computer Interfaces

no code implementations5 Oct 2018 Kuan-Jung Chiang, Chun-Shu Wei, Masaki Nakanishi, Tzyy-Ping Jung

Steady-state visual evoked potential (SSVEP)-based brain-computer interfaces (BCIs) have shown its robustness in facilitating high-efficiency communication.

SSVEP Subject Transfer +1

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