Mind's Eye: Image Recognition by EEG via Multimodal Similarity-Keeping Contrastive Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Chi-Sheng, Wei, Chun-Shu |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Decoding Natural Images from EEG for Object Recognition
by: Song, Yonghao, et al.
Published: (2023)
by: Song, Yonghao, et al.
Published: (2023)
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion
by: Li, Dongyang, et al.
Published: (2024)
by: Li, Dongyang, et al.
Published: (2024)
Dynamic-Attention-based EEG State Transition Modeling for Emotion Recognition
by: Shen, Xinke, et al.
Published: (2024)
by: Shen, Xinke, et al.
Published: (2024)
Interpretable Dual-Filter Fuzzy Neural Networks for Affective Brain-Computer Interfaces
by: Jiang, Xiaowei, et al.
Published: (2025)
by: Jiang, Xiaowei, et al.
Published: (2025)
High-Density EEG Enables the Fastest Visual Brain-Computer Interfaces
by: Ming, Gege, et al.
Published: (2025)
by: Ming, Gege, et al.
Published: (2025)
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark
by: Chevallier, Sylvain, et al.
Published: (2024)
by: Chevallier, Sylvain, et al.
Published: (2024)
PyNoetic: A modular python framework for no-code development of EEG brain-computer interfaces
by: Singh, Gursimran, et al.
Published: (2025)
by: Singh, Gursimran, et al.
Published: (2025)
EEG-Based Analysis of Brain Responses in Multi-Modal Human-Robot Interaction: Modulating Engagement
by: Oliver, Suzanne, et al.
Published: (2024)
by: Oliver, Suzanne, et al.
Published: (2024)
Brain2Vec: A Deep Learning Framework for EEG-Based Stress Detection Using CNN-LSTM-Attention
by: Mynoddin, Md, et al.
Published: (2025)
by: Mynoddin, Md, et al.
Published: (2025)
Real-time EEG-based Emotion Recognition Model using Principal Component Analysis and Tree-based Models for Neurohumanities
by: Blanco-Rios, Miguel A., et al.
Published: (2024)
by: Blanco-Rios, Miguel A., et al.
Published: (2024)
RISE-iEEG: Robust to Inter-Subject Electrodes Implantation Variability iEEG Classifier
by: Memar, Maryam Ostadsharif, et al.
Published: (2024)
by: Memar, Maryam Ostadsharif, et al.
Published: (2024)
Mapping Emotions in the Brain: A Bi-Hemispheric Neural Model with Explainable Deep Learning
by: Freire-Obregón, David, et al.
Published: (2025)
by: Freire-Obregón, David, et al.
Published: (2025)
CSBrain: A Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding
by: Zhou, Yuchen, et al.
Published: (2025)
by: Zhou, Yuchen, et al.
Published: (2025)
Unlocking the Full Potential of High-Density Surface EMG: Novel Non-Invasive High-Yield Motor Unit Decomposition
by: Grison, Agnese, et al.
Published: (2024)
by: Grison, Agnese, et al.
Published: (2024)
Differential Physiological Responses to Proxemic and Facial Threats in Virtual Avatar Interactions
by: Nierula, Birgit, et al.
Published: (2025)
by: Nierula, Birgit, et al.
Published: (2025)
Single-word Auditory Attention Decoding Using Deep Learning Model
by: Nguyen, Nhan Duc Thanh, et al.
Published: (2024)
by: Nguyen, Nhan Duc Thanh, et al.
Published: (2024)
Can EEG resting state data benefit data-driven approaches for motor-imagery decoding?
by: Mehta, Rishan, et al.
Published: (2024)
by: Mehta, Rishan, et al.
Published: (2024)
Fine-Tuning Large Language Models Using EEG Microstate Features for Mental Workload Assessment
by: Raufi, Bujar
Published: (2025)
by: Raufi, Bujar
Published: (2025)
RealMind: Advancing Visual Decoding and Language Interaction via EEG Signals
by: Li, Dongyang, et al.
Published: (2024)
by: Li, Dongyang, et al.
Published: (2024)
A 1000-hour EEG-EMG-audio dataset of Japanese speech production
by: Sato, Motoshige, et al.
Published: (2026)
by: Sato, Motoshige, et al.
Published: (2026)
EEG-EMG FAConformer: Frequency Aware Conv-Transformer for the fusion of EEG and EMG
by: He, ZhengXiao, et al.
Published: (2024)
by: He, ZhengXiao, et al.
Published: (2024)
Intramuscular microelectrode arrays enable highly-accurate neural decoding of hand movements
by: Grison, Agnese, et al.
Published: (2024)
by: Grison, Agnese, et al.
Published: (2024)
Inter- and Intra-Subject Variability in EEG: A Systematic Survey
by: Tran, Xuan-The, et al.
Published: (2026)
by: Tran, Xuan-The, et al.
Published: (2026)
EyeBrain: Left and Right Brain Lateralization Activity Classification Through Pupil Diameter and Fixation Duration
by: Watanabe, Ko, et al.
Published: (2026)
by: Watanabe, Ko, et al.
Published: (2026)
EEG-Based Brain-LLM Interface for Human Preference Aligned Generation
by: Zhang, Junzi, et al.
Published: (2026)
by: Zhang, Junzi, et al.
Published: (2026)
Investigating Brain Connectivity and Regional Statistics from EEG for early stage Parkinson's Classification
by: Sahota, Amarpal, et al.
Published: (2024)
by: Sahota, Amarpal, et al.
Published: (2024)
NeuroPilot: A Realtime Brain-Computer Interface system to enhance concentration of students in online learning
by: Islam, Asif, et al.
Published: (2025)
by: Islam, Asif, et al.
Published: (2025)
NeuroCLIP: A Multimodal Contrastive Learning Method for rTMS-treated Methamphetamine Addiction Analysis
by: Wang, Chengkai, et al.
Published: (2025)
by: Wang, Chengkai, et al.
Published: (2025)
EEG Right & Left Voluntary Hand Movement-based Virtual Brain-Computer Interfacing Keyboard Using Hybrid Deep Learning Approach
by: Paneru, Biplov, et al.
Published: (2024)
by: Paneru, Biplov, et al.
Published: (2024)
HuiduRep: A Robust Self-Supervised Framework for Learning Neural Representations from Extracellular Recordings
by: Cao, Feng, et al.
Published: (2025)
by: Cao, Feng, et al.
Published: (2025)
PGCN: Pyramidal Graph Convolutional Network for EEG Emotion Recognition
by: Jin, Ming, et al.
Published: (2023)
by: Jin, Ming, et al.
Published: (2023)
Clinic-Oriented Feasibility of a Sensor-Fused Wearable for Upper-Limb Function
by: Srichaisak, Thanyanee, et al.
Published: (2025)
by: Srichaisak, Thanyanee, et al.
Published: (2025)
SlicerTMS: Real-Time Visualization of Transcranial Magnetic Stimulation for Mental Health Treatment
by: Franke, Loraine, et al.
Published: (2023)
by: Franke, Loraine, et al.
Published: (2023)
Generating Visual Stimuli from EEG Recordings using Transformer-encoder based EEG encoder and GAN
by: Mishra, Rahul, et al.
Published: (2024)
by: Mishra, Rahul, et al.
Published: (2024)
Comparative Analysis of Deep Learning Approaches for Harmful Brain Activity Detection Using EEG
by: Bhatti, Shivraj Singh, et al.
Published: (2024)
by: Bhatti, Shivraj Singh, et al.
Published: (2024)
Brian Intensify: An Adaptive Machine Learning Framework for Auditory EEG Stimulation and Cognitive Enhancement in FXS
by: ElSayed, Zag, et al.
Published: (2025)
by: ElSayed, Zag, et al.
Published: (2025)
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density Ratios
by: Ma, Shihan, et al.
Published: (2024)
by: Ma, Shihan, et al.
Published: (2024)
Escaping the BLEU Trap: A Signal-Grounded Framework with Decoupled Semantic Guidance for EEG-to-Text Decoding
by: Wang, Yuchen, et al.
Published: (2026)
by: Wang, Yuchen, et al.
Published: (2026)
WaveMind: Towards a Conversational EEG Foundation Model Aligned to Textual and Visual Modalities
by: Zeng, Ziyi, et al.
Published: (2025)
by: Zeng, Ziyi, et al.
Published: (2025)
CLASH: Contrastive learning through alignment shifting to extract stimulus information from EEG
by: Accou, Bernd, et al.
Published: (2023)
by: Accou, Bernd, et al.
Published: (2023)
Similar Items
-
Decoding Natural Images from EEG for Object Recognition
by: Song, Yonghao, et al.
Published: (2023) -
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion
by: Li, Dongyang, et al.
Published: (2024) -
Dynamic-Attention-based EEG State Transition Modeling for Emotion Recognition
by: Shen, Xinke, et al.
Published: (2024) -
Interpretable Dual-Filter Fuzzy Neural Networks for Affective Brain-Computer Interfaces
by: Jiang, Xiaowei, et al.
Published: (2025) -
High-Density EEG Enables the Fastest Visual Brain-Computer Interfaces
by: Ming, Gege, et al.
Published: (2025)