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"

16 / 16 papers shown

Title
Machine-Learning-Powered Neural Interfaces for Smart Prosthetics and Diagnostics MohammadAli Shaeri Jinhan Liu Mahsa Shoaran 12 0 0 05 May 2025
Brain Foundation Models with Hypergraph Dynamic Adapter for Brain Disease Analysis Zhongying Deng Haoyu Wang Ziyan Huang L. Zhang Angelica I Aviles-Rivero Chaoyu Liu Junjun He Zoe Kourtzi Carola-Bibiane Schönlieb MedIm AI4CE 21 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 41 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 38 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 33 5 0 15 Feb 2025
Towards Generalisable Time Series Understanding Across Domains Özgün Turgut Philip Muller M. Menten Daniel Rueckert AI4TS 33 1 0 09 Oct 2024
EEG-Language Modeling for Pathology Detection Sam Gijsen Kerstin Ritter 37 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 26 10 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 11 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 41 1 0 19 May 2024
Partial Label Learning for Emotion Recognition from EEG Guangyi Zhang Ali Etemad 31 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 301 11,730 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 258 7,337 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 41 198 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 220 4,424 0 23 Jan 2020