79 citations · 120 across the 6 of their papers we have counts for
10 papers
Boosting Template-based SSVEP Decoding by Cross-domain Transfer Learning
Kuan-Jung Chiang, Chun-Shu Wei, Masaki Nakanishi +1
Objective: This study aims to establish a generalized transfer-learning framework for boosting the performance of steady-state visual evoked potential (SSVEP)-based brain-computer…
A Virtual Reality Game as a Tool to Assess Physiological Correlations of Stress
Daniel H. Lee, Tzyy-Ping Jung
The objective of this study is to develop and use a virtual reality game as a tool to assess the effects of realistic stress on the behavioral and physiological responses of partic…
EEG-based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and their Applications
Xiaotong Gu, Zehong Cao, Alireza Jolfaei +4
Brain-Computer Interface (BCI) is a powerful communication tool between users and systems, which enhances the capability of the human brain in communicating and interacting with th…
White-Box Target Attack for EEG-Based BCI Regression Problems
Lubin Meng, Chin-Teng Lin, Tzyy-Ring Jung +1
Machine learning has achieved great success in many applications, including electroencephalogram (EEG) based brain-computer interfaces (BCIs). Unfortunately, many machine learning…
Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP Events
Sharaj Panwar, Paul Rad, Tzyy-Ping Jung +1
Electroencephalography (EEG) data are difficult to obtain due to complex experimental setups and reduced comfort with prolonged wearing. This poses challenges to train powerful dee…
Decision-Making in a Social Multi-Armed Bandit Task: Behavior, Electrophysiology and Pupillometry
Julia Anna Adrian, Siddharth Siddharth, Syed Zain Ali Baquar +2
Understanding, predicting, and learning from other people's actions are fundamental human social-cognitive skills. Little is known about how and when we consider other's actions an…