Interpretable Dual-Filter Fuzzy Neural Networks for Affective Brain-Computer Interfaces
Fuente:
arXiv
Saved in:
| Main Authors: | Jiang, Xiaowei, Chen, Yanan, Pal, Nikhil Ranjan, Chang, Yu-Cheng, Yang, Yunkai, Do, Thomas, Lin, Chin-Teng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
High-Density EEG Enables the Fastest Visual Brain-Computer Interfaces
by: Ming, Gege, et al.
Published: (2025)
by: Ming, Gege, et al.
Published: (2025)
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)
Towards Developing Brain-Computer Interfaces for People with Multiple Sclerosis
by: Russo, John S., et al.
Published: (2024)
by: Russo, John S., 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)
Symbiotic Brain-Machine Drawing via Visual Brain-Computer Interfaces
by: Wang, Gao, et al.
Published: (2025)
by: Wang, Gao, 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)
Brain Dialogue Interface (BDI): A User-Friendly fMRI Model for Interactive Brain Decoding
by: Huang, Heng, et al.
Published: (2024)
by: Huang, Heng, et al.
Published: (2024)
Real-Time Brain-Computer Interface Control of Walking Exoskeleton with Bilateral Sensory Feedback
by: Lim, Jeffrey, et al.
Published: (2025)
by: Lim, Jeffrey, et al.
Published: (2025)
Dynamic-Attention-based EEG State Transition Modeling for Emotion Recognition
by: Shen, Xinke, et al.
Published: (2024)
by: Shen, Xinke, et al.
Published: (2024)
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)
Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion
by: Li, Dongyang, et al.
Published: (2024)
by: Li, Dongyang, et al.
Published: (2024)
EEG-Based Brain-LLM Interface for Human Preference Aligned Generation
by: Zhang, Junzi, et al.
Published: (2026)
by: Zhang, Junzi, et al.
Published: (2026)
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)
Method for Evaluating the Number of Signal Sources and Application to Non-invasive Brain-computer Interface
by: Bernadotte, Alexandra, et al.
Published: (2024)
by: Bernadotte, Alexandra, et al.
Published: (2024)
Multimodal Brain-Computer Interfaces: AI-powered Decoding Methodologies
by: Li, Siyang, et al.
Published: (2025)
by: Li, Siyang, et al.
Published: (2025)
Intelligent and Miniaturized Neural Interfaces: An Emerging Era in Neurotechnology
by: Shoaran, Mahsa, et al.
Published: (2024)
by: Shoaran, Mahsa, et al.
Published: (2024)
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)
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)
SimBrainNet: Evaluating Brain Network Similarity for Attention Disorders
by: Chakladar, Debashis Das, et al.
Published: (2024)
by: Chakladar, Debashis Das, et al.
Published: (2024)
Combining SNNs with Filtering for Efficient Neural Decoding in Implantable Brain-Machine Interfaces
by: Zhou, Biyan, et al.
Published: (2023)
by: Zhou, Biyan, et al.
Published: (2023)
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)
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)
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)
Decoding Natural Images from EEG for Object Recognition
by: Song, Yonghao, et al.
Published: (2023)
by: Song, Yonghao, et al.
Published: (2023)
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)
Guidelines for Gaze-based Neural Preliminary Diagnosis
by: Elfares, Mayar, et al.
Published: (2025)
by: Elfares, Mayar, et al.
Published: (2025)
Perceptogram: Reconstructing Visual Percepts and Presumptive Electrode Preference from EEG
by: Fei, Teng, et al.
Published: (2024)
by: Fei, Teng, et al.
Published: (2024)
Generating Visual Information for Motion Sickness Reduction Using a Computational Model Based on SVC Theory
by: Tamura, Yujiro, et al.
Published: (2023)
by: Tamura, Yujiro, et al.
Published: (2023)
Explainable AI-Driven Neural Activity Analysis in Parkinsonian Rats under Electrical Stimulation
by: Kim, Jibum, et al.
Published: (2025)
by: Kim, Jibum, et al.
Published: (2025)
Sub-Scalp EEG for Sensorimotor Brain-Computer Interface
by: Mahoney, Timothy B, et al.
Published: (2025)
by: Mahoney, Timothy B, et al.
Published: (2025)
Neural Control and Learning of Simulated Hand Movements With an EMG-Based Closed-Loop Interface
by: Hodossy, Balint K., et al.
Published: (2026)
by: Hodossy, Balint K., et al.
Published: (2026)
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)
BTTDA: Block-Term Tensor Discriminant Analysis for Brain-Computer Interfacing
by: Kerchove, Arne Van Den, et al.
Published: (2025)
by: Kerchove, Arne Van Den, et al.
Published: (2025)
Inter-individual and inter-site neural code conversion without shared stimuli
by: Wang, Haibao, et al.
Published: (2024)
by: Wang, Haibao, 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)
How Does a Single EEG Channel Tell Us About Brain States in Brain-Computer Interfaces ?
by: Ajra, Zaineb, et al.
Published: (2024)
by: Ajra, Zaineb, et al.
Published: (2024)
A Fuzzy-based Approach to Predict Human Interaction by Functional Near-Infrared Spectroscopy
by: Jiang, Xiaowei, et al.
Published: (2024)
by: Jiang, Xiaowei, et al.
Published: (2024)
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)
Decoding Saccadic Eye Movements from Brain Signals Using an Endovascular Neural Interface
by: Rasheed, Suleman, et al.
Published: (2025)
by: Rasheed, Suleman, et al.
Published: (2025)
Similar Items
-
High-Density EEG Enables the Fastest Visual Brain-Computer Interfaces
by: Ming, Gege, et al.
Published: (2025) -
Mapping Emotions in the Brain: A Bi-Hemispheric Neural Model with Explainable Deep Learning
by: Freire-Obregón, David, et al.
Published: (2025) -
Towards Developing Brain-Computer Interfaces for People with Multiple Sclerosis
by: Russo, John S., 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) -
Symbiotic Brain-Machine Drawing via Visual Brain-Computer Interfaces
by: Wang, Gao, et al.
Published: (2025)