DeWave: Discrete EEG Waves Encoding for Brain Dynamics to Text Translation

25 September 2023

Yiqun Duan

Jinzhao Zhou

Zhen Wang

Yu-Kai Wang

Ching-Teng Lin

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Papers citing "DeWave: Discrete EEG Waves Encoding for Brain Dynamics to Text Translation"

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Title
A Survey on Bridging EEG Signals and Generative AI: From Image and Text to Beyond Shreya Shukla Jose Torres Abhijit Mishra Jacek Gwizdka Shounak Roychowdhury 43 0 0 20 Feb 2025
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding Mostafa El Gedawy Omnia Nabil Omar Mamdouh Mahmoud Nady Nour Alhuda Adel Ahmed Fares 49 0 0 11 Feb 2025
TOTEM: TOkenized Time Series EMbeddings for General Time Series Analysis Sabera Talukder Yisong Yue Georgia Gkioxari AI4TS 48 12 0 03 Jan 2025
Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations Niall McGuire Yashar Moshfeghi 40 0 0 09 Dec 2024
Non-invasive Neural Decoding in Source Reconstructed Brain Space Yonatan Gideoni Ryan Charles Timms Oiwi Parker Jones 40 1 0 20 Oct 2024
On the Role of Activation Functions in EEG-To-Text Decoder Zenon Lamprou Iakovos Tenedios Yashar Moshfeghi 23 1 0 16 Oct 2024
BELT-2: Bootstrapping EEG-to-Language representation alignment for multi-task brain decoding Jinzhao Zhou Yiqun Duan Fred Chang T. Do Yu-Kai Wang Chin-Teng Lin 27 2 0 28 Aug 2024
LiPCoT: Linear Predictive Coding based Tokenizer for Self-supervised Learning of Time Series Data via Language Models Md Fahim Anjum AI4TS 34 1 0 14 Aug 2024
The VEP Booster: A Closed-Loop AI System for Visual EEG Biomarker Auto-generation Junwen Luo Chengyong Jiang Qingyuan Chen Dongqi Han Yansen Wang Biao Yan Dongsheng Li Jiayi Zhang 27 0 0 21 Jul 2024
Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals Hui Zheng Haiteng Wang Wei-Bang Jiang Zhongtao Chen Li He Pei-Yang Lin Peng-Hu Wei Guo-Guang Zhao Yun-Zhe Liu 52 1 0 19 May 2024
Open-vocabulary Auditory Neural Decoding Using fMRI-prompted LLM Xiaoyu Chen Changde Du Che Liu Yizhe Wang Huiguang He 32 2 0 13 May 2024
Enhancing Traffic Prediction with Textual Data Using Large Language Models Xiannan Huang 37 2 0 10 May 2024
EEG2TEXT: Open Vocabulary EEG-to-Text Decoding with EEG Pre-Training and Multi-View Transformer Hanwen Liu Daniel Hajialigol Benny Antony Aiguo Han Xuan Wang 32 9 0 03 May 2024
Unveiling Thoughts: A Review of Advancements in EEG Brain Signal Decoding into Text Saydul Akbar Murad Nick Rahimi 32 2 0 26 Apr 2024
Large Language Models for Robotics: Opportunities, Challenges, and Perspectives Jiaqi Wang Zihao Wu Yiwei Li Hanqi Jiang Peng Shu ... Lin Zhao Bao Ge Xiang Li Tianming Liu Shu Zhang LM&Ro 37 61 0 09 Jan 2024
Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy Weijian Mai Jian Zhang Pengfei Fang Zhijun Zhang 51 9 0 31 Dec 2023
Deep Representation Learning for Open Vocabulary Electroencephalography-to-Text Decoding H. Amrani D. Micucci Paolo Napoletano 19 4 0 15 Nov 2023
SI-SD: Sleep Interpreter through awake-guided cross-subject Semantic Decoding Hui Zheng Zhongtao Chen Haiteng Wang Jianyang Zhou Lin Zheng Pei-Yang Lin Yun-Zhe Liu 29 2 0 28 Sep 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 298 3,007 0 22 Mar 2023
Exploring Visual Interpretability for Contrastive Language-Image Pre-training Yi Li Hualiang Wang Yiqun Duan Han Xu Xiaomeng Li CLIP VLM 98 25 0 15 Sep 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022
Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification Zhenhailong Wang Heng Ji 84 71 0 05 Dec 2021
BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG data Demetres Kostas Stephane Aroca-Ouellette Frank Rudzicz SSL 41 202 0 28 Jan 2021
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 338 11,684 0 09 Mar 2017