Large Brain Model for Learning Generic Representations with Tremendous
EEG Data in BCI

Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI

29 May 2024

Wei-Bang Jiang

Papers citing "Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI"

19 / 19 papers shown

Title
ALFEE: Adaptive Large Foundation Model for EEG Representation Wei Xiong Junming Lin Jiangtong Li Jie Li Changjun Jiang 30 0 0 07 May 2025
Machine-Learning-Powered Neural Interfaces for Smart Prosthetics and Diagnostics MohammadAli Shaeri Jinhan Liu Mahsa Shoaran 19 0 0 05 May 2025
Brain Foundation Models with Hypergraph Dynamic Adapter for Brain Disease Analysis Zhongying Deng Haoyu Wang Ziyan Huang Li Zhang Angelica I Aviles-Rivero Chaoyu Liu Junjun He Zoe Kourtzi Carola-Bibiane Schönlieb MedIm AI4CE 26 0 0 01 May 2025
Pretraining Large Brain Language Model for Active BCI: Silent Speech Jinzhao Zhou Zehong Cao Yiqun Duan Connor Barkley Daniel Leong ... Ziyi Zhao T. Do Yu-Cheng Chang Sheng-Fu Liang Chin-Teng Lin 32 0 0 29 Apr 2025
Towards Robust Multimodal Physiological Foundation Models: Handling Arbitrary Missing Modalities Xi Fu Wei-Bang Jiang Yi Ding Cuntai Guan 46 0 0 28 Apr 2025
A Simple Review of EEG Foundation Models: Datasets, Advancements and Future Perspectives Junhong Lai Jiyu Wei Lin Yao Yueming Wang 43 0 0 24 Apr 2025
Reading Your Heart: Learning ECG Words and Sentences via Pre-training ECG Language Model Jiarui Jin Haoyu Wang Hongyan Li Jun Yu Li Jiahui Pan Shenda Hong 41 5 0 15 Feb 2025
LEAD: Large Foundation Model for EEG-Based Alzheimer's Disease Detection Yihe Wang Nan Huang Nadia Mammone Marco Cecchi Xiang Zhang 79 0 0 02 Feb 2025
Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings Di Wu Siyuan Li Chen Feng Lu Cao Yuyao Zhang Jie Yang Mohamad Sawan 28 0 0 13 Oct 2024
Towards Generalisable Time Series Understanding Across Domains Özgün Turgut Philip Muller M. Menten Daniel Rueckert AI4TS 48 1 0 09 Oct 2024
EEG-Language Modeling for Pathology Detection Sam Gijsen Kerstin Ritter 44 0 0 02 Sep 2024
NeuroLM: A Universal Multi-task Foundation Model for Bridging the Gap between Language and EEG Signals Wei-Bang Jiang Yansen Wang Bao-Liang Lu Dongsheng Li 33 11 0 27 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 25 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
Partial Label Learning for Emotion Recognition from EEG Guangyi Zhang Ali Etemad 46 2 0 25 Feb 2023
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
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,443 0 11 Nov 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
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 240 4,469 0 23 Jan 2020