Image de couverture de livre

Dream2Image : An Open Multimodal EEG Dataset for Decoding and Visualizing Dreams with Artificial Intelligence

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteur principal:	Bellec, Yann
Format:	Preprint
Publié:	2025
Sujets:	Neurons and Cognition Artificial Intelligence Machine Learning
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Multimodal Dreaming: A Global Workspace Approach to World Model-Based Reinforcement Learning
par: Maytié, Léopold, et autres
Publié: (2025)

Assembling the Mind's Mosaic: Towards EEG Semantic Intent Decoding
par: Li, Jiahe, et autres
Publié: (2026)

Omni-iEEG: A Large-Scale, Comprehensive iEEG Dataset and Benchmark for Epilepsy Research
par: Duan, Chenda, et autres
Publié: (2026)

A Novel Approach to Image EEG Sleep Data for Improving Quality of Life in Patients Suffering From Brain Injuries Using DreamDiffusion
par: Fahim, David, et autres
Publié: (2024)

Scaling up ridge regression for brain encoding in a massive individual fMRI dataset
par: Ahmadi, Sana, et autres
Publié: (2024)

Functional Classification of Spiking Signal Data Using Artificial Intelligence Techniques: A Review
par: Sharifrazi, Danial, et autres
Publié: (2024)

A New Strategy for Artificial Intelligence: Training Foundation Models Directly on Human Brain Data
par: Donoso, Maël
Publié: (2026)

Neural Encoding and Decoding at Scale
par: Zhang, Yizi, et autres
Publié: (2025)

Mentality: A Mamba-based Approach towards Foundation Models for EEG
par: Panchavati, Saarang, et autres
Publié: (2025)

CBraMod: A Criss-Cross Brain Foundation Model for EEG Decoding
par: Wang, Jiquan, et autres
Publié: (2024)

Neuro-Symbolic Decoding of Neural Activity
par: Wang, Yanchen, et autres
Publié: (2026)

Generating Visual Stimuli from EEG Recordings using Transformer-encoder based EEG encoder and GAN
par: Mishra, Rahul, et autres
Publié: (2024)

Foundation Model Guided Dual-Branch Co-Adaptation for Source-Free EEG Decoding
par: Gong, Peiliang, et autres
Publié: (2026)

Multi-dataset Joint Pre-training of Emotional EEG Enables Generalizable Affective Computing
par: Zhang, Qingzhu, et autres
Publié: (2025)

Artificial intelligence for science: The easy and hard problems
par: Battleday, Ruairidh M., et autres
Publié: (2024)

EEG2TEXT-CN: An Exploratory Study of Open-Vocabulary Chinese Text-EEG Alignment via Large Language Model and Contrastive Learning on ChineseEEG
par: Lu, Jacky Tai-Yu, et autres
Publié: (2025)

Systems Explaining Systems: A Framework for Intelligence and Consciousness
par: Semmler, Sean Niklas
Publié: (2026)

How to Build the Virtual Cell with Artificial Intelligence: Priorities and Opportunities
par: Bunne, Charlotte, et autres
Publié: (2024)

Explore Brain-Inspired Machine Intelligence for Connecting Dots on Graphs Through Holographic Blueprint of Oscillatory Synchronization
par: Dan, Tingting, et autres
Publié: (2026)

Brain Networks and Intelligence: A Graph Neural Network Based Approach to Resting State fMRI Data
par: Thapaliya, Bishal, et autres
Publié: (2023)

TAVAE: A VAE with Adaptable Priors Explains Contextual Modulation in the Visual Cortex
par: Meszéna, Balázs, et autres
Publié: (2026)

EEG-FM-Audit: A Systematic Evaluation and Analysis Pipeline for EEG Foundation Models
par: Wang, Xianheng, et autres
Publié: (2026)

Rethinking Generalized BCIs: Benchmarking 340,000+ Unique Algorithmic Configurations for EEG Mental Command Decoding
par: Barbaste, Paul, et autres
Publié: (2025)

NECOMIMI: Neural-Cognitive Multimodal EEG-informed Image Generation with Diffusion Models
par: Chen, Chi-Sheng
Publié: (2024)

Experimental Design for Multi-Channel Imaging via Task-Driven Feature Selection
par: Blumberg, Stefano B., et autres
Publié: (2022)

Bridging Foundation Models and Efficient Architectures: A Modular Brain Imaging Framework with Local Masking and Pretrained Representation Learning
par: Wang, Yanwen, et autres
Publié: (2025)

Brain-OF: An Omnifunctional Foundation Model for fMRI, EEG and MEG
par: Guo, Hanning, et autres
Publié: (2026)

A novel Fourier Adjacency Transformer for advanced EEG emotion recognition
par: Wang, Jinfeng, et autres
Publié: (2025)

EEG Foundation Models: A Critical Review of Current Progress and Future Directions
par: Kuruppu, Gayal, et autres
Publié: (2025)

Wavelet Analysis of Noninvasive EEG Signals Discriminates Complex and Natural Grasp Types
par: Rabiee, Ali, et autres
Publié: (2024)

A Survey of Spatio-Temporal EEG data Analysis: from Models to Applications
par: Wang, Pengfei, et autres
Publié: (2024)

Mind's Eye: Image Recognition by EEG via Multimodal Similarity-Keeping Contrastive Learning
par: Chen, Chi-Sheng, et autres
Publié: (2024)

Comparative Analysis of Deep Learning Approaches for Harmful Brain Activity Detection Using EEG
par: Bhatti, Shivraj Singh, et autres
Publié: (2024)

Brain-inspired and Self-based Artificial Intelligence
par: Zeng, Yi, et autres
Publié: (2024)

Brian Intensify: An Adaptive Machine Learning Framework for Auditory EEG Stimulation and Cognitive Enhancement in FXS
par: ElSayed, Zag, et autres
Publié: (2025)

Building Artificial Intelligence with Creative Agency and Self-hood
par: Gabora, Liane, et autres
Publié: (2024)

Shared Attention-based Autoencoder with Hierarchical Fusion-based Graph Convolution Network for sEEG SOZ Identification
par: Yan, Huachao, et autres
Publié: (2024)

Decoding Dynamic Visual Experience from Calcium Imaging via Cell-Pattern-Aware Pretraining
par: Bae, Sangyoon, et autres
Publié: (2025)

MindAlign: Bridging EEG, Vision, and Language for Zero-Shot Visual Decoding
par: Chen, Zexuan, et autres
Publié: (2026)

NeuroSketch: An Effective Framework for Neural Decoding via Systematic Architectural Optimization
par: Zhang, Gaorui, et autres
Publié: (2025)