Title
Visual Image Reconstruction from Brain Activity via Latent Representation Y. Kamitani Misato Tanaka Ken Shirakawa 18 0 0 13 May 2025
Efficient Multi Subject Visual Reconstruction from fMRI Using Aligned Representations Christos Zangos Danish Ebadulla Thomas C. Sprague Ambuj Singh 46 0 0 03 May 2025
Mind2Matter: Creating 3D Models from EEG Signals Xia Deng S. Chen Jiale Zhou Lei Li DiffM 28 0 0 16 Apr 2025
Probability Distribution Alignment and Low-Rank Weight Decomposition for Source-Free Domain Adaptive Brain Decoding Ganxi Xu Jinyi Long Hanrui Wu 24 0 0 12 Apr 2025
A Survey on fMRI-based Brain Decoding for Reconstructing Multimodal Stimuli Pengyu Liu Guohua Dong D. Guo Kun Li Fengling Li Xun Yang Meng Wang Xiaomin Ying AI4CE 41 0 0 20 Mar 2025
Neurons: Emulating the Human Visual Cortex Improves Fidelity and Interpretability in fMRI-to-Video Reconstruction Haonan Wang Qixiang Zhang Lehan Wang Xuanqi Huang Xiaomeng Li VOS VGen 55 0 0 14 Mar 2025
CineBrain: A Large-Scale Multi-Modal Brain Dataset During Naturalistic Audiovisual Narrative Processing Jianxiong Gao Yichang Liu Baofeng Yang Jianfeng Feng Yanwei Fu VGen 55 1 0 10 Mar 2025
SEED: Towards More Accurate Semantic Evaluation for Visual Brain Decoding Juhyeon Park P. Y. Kim Jiook Cha Shinjae Yoo Taesup Moon 48 0 0 09 Mar 2025
Optimal Transport for Brain-Image Alignment: Unveiling Redundancy and Synergy in Neural Information Processing Yang Xiao Wang Lu Jie Ji Ruimeng Ye Gen Li Xiaolong Ma Bo Hui OT 45 0 0 09 Mar 2025
MindSimulator: Exploring Brain Concept Localization via Synthetic FMRI Guangyin Bao Qi Zhang Z. Gong Zhuojia Wu Duoqian Miao 34 0 0 04 Mar 2025
Enhancing Retinal Vessel Segmentation Generalization via Layout-Aware Generative Modelling Jonathan Fhima Jan Van Eijgen Lennert Beeckmans Thomas Jacobs Moti Freiman Luis Filipe Nakayama Ingeborg Stalmans Chaim Baskin Joachim A. Behar MedIm 60 0 0 03 Mar 2025
Volume-Wise Task fMRI Decoding with Deep Learning:Enhancing Temporal Resolution and Cognitive Function Analysis Yueyang Wu Sinan Yang Yanming Wang Jiajie He Muhammad Mohsin Pathan B. Qiu Xiaoxiao Wang 45 0 0 02 Mar 2025
BP-GPT: Auditory Neural Decoding Using fMRI-prompted LLM Xiaoyu Chen Changde Du Che Liu Yizhe Wang Huiguang He 65 0 0 24 Feb 2025
A Survey of fMRI to Image Reconstruction Weiyu Guo Guoying Sun JianXiang He Tong Shao Shaoguang Wang Ziyang Chen Meisheng Hong Ying Sun Hui Xiong 38 1 0 24 Feb 2025
Animate Your Thoughts: Decoupled Reconstruction of Dynamic Natural Vision from Slow Brain Activity Yizhuo Lu Changde Du Chong Wang Xuanliu Zhu Liuyun Jiang Xujin Li Huiguang He VGen 105 4 0 20 Feb 2025
MindLLM: A Subject-Agnostic and Versatile Model for fMRI-to-Text Decoding Weikang Qiu Zheng Huang Haoyu Hu Aosong Feng Yujun Yan Rex Ying 43 0 0 18 Feb 2025
Scaling laws for decoding images from brain activity Hubert J. Banville Yohann Benchetrit Stéphane DÁscoli Jérémy Rapin J. King MedIm 44 0 0 25 Jan 2025
OneLLM: One Framework to Align All Modalities with Language Jiaming Han Kaixiong Gong Yiyuan Zhang Jiaqi Wang Kaipeng Zhang D. Lin Yu Qiao Peng Gao Xiangyu Yue MLLM 104 107 0 10 Jan 2025
Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey) S. Oota Zijiao Chen Manish Gupta R. Bapi G. Jobard F. Alexandre X. Hinaut 3DV AI4CE 39 10 0 31 Dec 2024
Optimized two-stage AI-based Neural Decoding for Enhanced Visual Stimulus Reconstruction from fMRI Data Lorenzo Veronese Andrea Moglia Luca Mainardi Pietro Cerveri DiffM 59 0 0 17 Dec 2024
CognitionCapturer: Decoding Visual Stimuli From Human EEG Signal With Multimodal Information K. Zhang Lihuo He Xin Jiang Wen Lu Di Wang Xinbo Gao 70 0 0 13 Dec 2024
COBRA: A Continual Learning Approach to Vision-Brain Understanding Xuan-Bac Nguyen Arabinda Kumar Choudhary Pawan Sinha Xin Li Khoa Luu CLL 66 0 0 25 Nov 2024
Quantum-Brain: Quantum-Inspired Neural Network Approach to Vision-Brain Understanding Hoang-Quan Nguyen Xuan-Bac Nguyen Hugh Churchill Arabinda Kumar Choudhary Pawan Sinha S. Khan Khoa Luu 56 1 0 20 Nov 2024
Decoding Visual Experience and Mapping Semantics through Whole-Brain Analysis Using fMRI Foundation Models Yanchen Wang Adam Turnbull Tiange Xiang Yunlong Xu Sa Zhou Adnan Masoud Shekoofeh Azizi F. Lin Ehsan Adeli 24 0 0 11 Nov 2024
BrainBits: How Much of the Brain are Generative Reconstruction Methods Using? David Mayo Christopher Wang Asa Harbin Abdulrahman Alabdulkareem Albert Eaton Shaw Boris Katz Andrei Barbu DiffM 39 0 0 05 Nov 2024
NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction Z. Gong Guangyin Bao Qi Zhang Zhongwei Wan Duoqian Miao ... Changwei Wang Rongtao Xu Liang Hu Ke Liu Yu Zhang DiffM VGen 41 8 0 25 Oct 2024
Contrastive Learning to Fine-Tune Feature Extraction Models for the Visual Cortex Alex Mulrooney Austin J. Brockmeier 28 0 0 08 Oct 2024
Decoding the Echoes of Vision from fMRI: Memory Disentangling for Past Semantic Information Runze Xia Congchi Yin Piji Li 16 0 0 30 Sep 2024
Optimising EEG decoding with refined sampling and multimodal feature integration Arash Akbarinia 20 0 0 30 Sep 2024
Looking through the mind's eye via multimodal encoder-decoder networks Arman Afrasiyabi E. L. Busch Rahul Singh Dhananjay Bhaskar Laurent Caplette Nicholas Turk-Browne Smita Krishnaswamy 17 0 0 27 Sep 2024
Brain-Streams: fMRI-to-Image Reconstruction with Multi-modal Guidance Jaehoon Joo Taejin Jeong Seongjae Hwang DiffM 16 0 0 18 Sep 2024
FedMinds: Privacy-Preserving Personalized Brain Visual Decoding Guangyin Bao Duoqian Miao FedML 23 0 0 03 Sep 2024
Multilevel Interpretability Of Artificial Neural Networks: Leveraging Framework And Methods From Neuroscience Zhonghao He Jascha Achterberg Katie Collins Kevin K. Nejad Danyal Akarca ... Chole Li Kai J. Sandbrink Stephen Casper Anna Ivanova Grace W. Lindsay AI4CE 23 1 0 22 Aug 2024
Connecting Dreams with Visual Brainstorming Instruction Yasheng Sun Bohan Li Mingchen Zhuge Deng-Ping Fan Salman Khan F. Khan Hideki Koike DiffM 34 0 0 14 Aug 2024
Hierarchical Quantum Control Gates for Functional MRI Understanding Xuan-Bac Nguyen Hoang-Quan Nguyen Hugh Churchill Samee U. Khan Khoa Luu 22 3 0 07 Aug 2024
NeuroBind: Towards Unified Multimodal Representations for Neural Signals Fengyu Yang Chao Feng Daniel Wang Tianye Wang Ziyao Zeng ... Hyoungseob Park Pengliang Ji Han Zhao Yuanning Li Alex Wong 31 9 0 19 Jul 2024
R&B -- Rhythm and Brain: Cross-subject Decoding of Music from Human Brain Activity Matteo Ferrante Matteo Ciferri N. Toschi 18 1 0 21 Jun 2024
The Wisdom of a Crowd of Brains: A Universal Brain Encoder Roman Beliy Navve Wasserman Amit Zalcher Michal Irani 31 1 0 18 Jun 2024
Progress Towards Decoding Visual Imagery via fNIRS Michel Adamic Wellington Avelino Anna M. Brandenberger Bryan Chiang Hunter Davis ... Thomas Ribeiro Paul S. Scotti Michelle Wang Marley Xiong Jonathan Xu 21 0 0 11 Jun 2024
EEG-ImageNet: An Electroencephalogram Dataset and Benchmarks with Image Visual Stimuli of Multi-Granularity Labels Shuqi Zhu Ziyi Ye Qingyao Ai Yiqun Liu 18 2 0 11 Jun 2024
BrainChat: Decoding Semantic Information from fMRI using Vision-language Pretrained Models Wanaiu Huang 18 1 0 10 Jun 2024
MindSemantix: Deciphering Brain Visual Experiences with a Brain-Language Model Ziqi Ren Jie Li Xuetong Xue Xin Li Fan Yang Zhicheng Jiao Xinbo Gao 22 3 0 29 May 2024
BRACTIVE: A Brain Activation Approach to Human Visual Brain Learning Xuan-Bac Nguyen Hojin Jang Xin Li Samee U. Khan Pawan Sinha Khoa Luu 27 3 0 29 May 2024
MindFormer: A Transformer Architecture for Multi-Subject Brain Decoding via fMRI Inhwa Han Jaayeon Lee Jong Chul Ye MedIm AI4CE 18 0 0 28 May 2024
Harmony: A Joint Self-Supervised and Weakly-Supervised Framework for Learning General Purpose Visual Representations Mohammed Baharoon Jonathan Klein D. L. Michels SSL VLM 34 0 0 23 May 2024
Language Reconstruction with Brain Predictive Coding from fMRI Data Congchi Yin Ziyi Ye Piji Li 28 0 0 19 May 2024
Open-vocabulary Auditory Neural Decoding Using fMRI-prompted LLM Xiaoyu Chen Changde Du Che Liu Yizhe Wang Huiguang He 27 2 0 13 May 2024
MindBridge: A Cross-Subject Brain Decoding Framework Shizun Wang Songhua Liu Zhenxiong Tan Xinchao Wang AI4CE 43 23 0 11 Apr 2024
UMBRAE: Unified Multimodal Brain Decoding Weihao Xia Raoul de Charette Cengiz Öztireli Jing-Hao Xue 29 6 0 10 Apr 2024
Alljoined1 -- A dataset for EEG-to-Image decoding Jonathan Xu Bruno Aristimunha Max Emanuel Feucht Emma Qian Charles Liu ... Paula Perdomo Ricky Renfeng Mao Yashvir Sabharwal Michael Ahedor Moaz Shoura Adrian Nestor 13 2 0 08 Apr 2024