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20242026
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cs.HC2026

Design and Quantitative Evaluation of an Embedded EEG Instrumentation Platform for Real-Time SSVEP Decoding

Manh-Dat Nguyen, Thomas Do, Nguyen Thanh Trung Le +3

This paper presents an embedded EEG instrumentation platform for real-time steady-state visually evoked potential (SSVEP) decoding based on an ESP32-S3 microcontroller and an ADS12…

cs.HC2026

SASLO: A Scene-Aware Spatial Layout Optimization System for AR-SSVEP

Beining Cao, Xiaowei Jiang, Charlie Li-Ting Tsai +3

Steady-state visual evoked potential (SSVEP) is widely used in brain-computer interfaces (BCIs) due to its reliability. With the integration of augmented reality (AR), AR-SSVEP ena…

cs.HC2026

Neural Spelling: A Spell-Based BCI System for Language Neural Decoding

Xiaowei Jiang, Charles Zhou, Yiqun Duan +3

Brain-computer interfaces (BCIs) present a promising avenue by translating neural activity directly into text, eliminating the need for physical actions. However, existing non-inva…

cs.HC2025

EMD-Fuzzy: An Empirical Mode Decomposition Based Fuzzy Model for Cross-Stimulus Transfer Learning of SSVEP

Beining Cao, Xiaowei Jiang, Daniel Leong +4

The Brain-Computer Interface (BCI) enables direct brain-to-device communication, with the Steady-State Visual Evoked Potential (SSVEP) paradigm favored for its stability and high a…

cs.HC2024

iFuzzyTL: Interpretable Fuzzy Transfer Learning for SSVEP BCI System

Xiaowei Jiang, Beining Cao, Liang Ou +3

The rapid evolution of Brain-Computer Interfaces (BCIs) has significantly influenced the domain of human-computer interaction, with Steady-State Visual Evoked Potentials (SSVEP) em…