Search Results for author: Hyejeong Jo

Found 5 papers, 4 papers with code

NeuGPT: Unified multi-modal Neural GPT

1 code implementation28 Oct 2024 Yiqian Yang, Yiqun Duan, Hyejeong Jo, Qiang Zhang, Renjing Xu, Oiwi Parker Jones, Xuming Hu, Chin-Teng Lin, Hui Xiong

This paper introduces NeuGPT, a groundbreaking multi-modal language generation model designed to harmonize the fragmented landscape of neural recording research.

EEG Text Generation

MAD: Multi-Alignment MEG-to-Text Decoding

1 code implementation3 Jun 2024 Yiqian Yang, Hyejeong Jo, Yiqun Duan, Qiang Zhang, Jinni Zhou, Won Hee Lee, Renjing Xu, Hui Xiong

Deciphering language from brain activity is a crucial task in brain-computer interface (BCI) research.

Brain Computer Interface EEG +1

Are EEG-to-Text Models Working?

2 code implementations10 May 2024 Hyejeong Jo, Yiqian Yang, Juhyeok Han, Yiqun Duan, Hui Xiong, Won Hee Lee

Our analysis reveals that model performance on noise data can be comparable to that on EEG data.

Benchmarking EEG

NeuSpeech: Decode Neural signal as Speech

2 code implementations4 Mar 2024 Yiqian Yang, Yiqun Duan, Qiang Zhang, Hyejeong Jo, Jinni Zhou, Won Hee Lee, Renjing Xu, Hui Xiong

In this paper, we explore the brain-to-text translation of MEG signals in a speech-decoding formation.

Brain Computer Interface EEG

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