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Sep 2026

Novel Encoding and Decoding Methods for Enhancing Short-Time High-Frequency VR-SSVEP Performance.

Virtual reality (VR) brain-computer interfaces (BCIs) based on steady-state visually evoked potentials (SSVEPs) face a critical challenge: achieving high information transfer rates (ITR) requires short time windows, while user comfort necessitates high-frequency stimulation. Decoding this high-frequency and short-time...

Da-Lu Zheng, Song-Yun Xie, Xing Xi et al. · 0 citations
#artificial intelligence Preprint May 2026

HoliTok: A Continuous Holistic Tokenization with Robust Dual Capabilities of Speech Generation and Understanding

HoliTok is proposed, a continuous Holistic speech Tokenization model designed for unified generation-understanding modeling that achieves competitive reconstruction fidelity, improves generative learnability for high-quality and controllable synthesis, and is the only one that operates robustly in the authors' unified...

Bo-Han Li, Shiyue Lian, Hankun Wang et al. · 3 citations

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