BioengineeringbioRxivPreprint
Du-IN-v2: Unleashing the Power of Vector Quantization for Decoding Cognitive States from Intracranial Neural Signals
Hui Wen Zheng, Haiteng Wang, Wei-Bang Jiang…·Yunzhe Liu
The paper introduces Du-IN-v2, a pre-training framework for speech decoding from intracranial neural signals, achieving state-of-the-art performance using region-level token embeddings and discrete codex-guided mask modeling.
DOI 10.1101/2024.10.16.618686