Effective and Efficient Intracortical Brain Signal Decoding with Spiking Neural Networks
Fuente:
arXiv
Guardado en:
| Autores principales: | Fu, Haotian, Zhang, Peng, Yang, Song, Zhang, Herui, Wang, Ziwei, Wu, Dongrui |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Spiking Neural Network for Intra-cortical Brain Signal Decoding
por: Yang, Song, et al.
Publicado: (2025)
por: Yang, Song, et al.
Publicado: (2025)
End-to-End Intracortical Speech Decoding from Neural Activity
por: Khanday, Owais Mujtaba, et al.
Publicado: (2026)
por: Khanday, Owais Mujtaba, et al.
Publicado: (2026)
Revisiting Euclidean Alignment for Transfer Learning in EEG-Based Brain-Computer Interfaces
por: Wu, Dongrui
Publicado: (2025)
por: Wu, Dongrui
Publicado: (2025)
Multimodal Brain-Computer Interfaces: AI-powered Decoding Methodologies
por: Li, Siyang, et al.
Publicado: (2025)
por: Li, Siyang, et al.
Publicado: (2025)
Channel Reflection: Knowledge-Driven Data Augmentation for EEG-Based Brain-Computer Interfaces
por: Wang, Ziwei, et al.
Publicado: (2024)
por: Wang, Ziwei, et al.
Publicado: (2024)
Temporal Out-of-Distribution Detection for Asynchronous Motor Imagery Brain-Computer Interfaces
por: Liu, Chenhao, et al.
Publicado: (2026)
por: Liu, Chenhao, et al.
Publicado: (2026)
Backpropagation-Free Test-Time Adaptation for Lightweight EEG-Based Brain-Computer Interfaces
por: Li, Siyang, et al.
Publicado: (2026)
por: Li, Siyang, et al.
Publicado: (2026)
Alignment-Based Adversarial Training (ABAT) for Improving the Robustness and Accuracy of EEG-Based BCIs
por: Chen, Xiaoqing, et al.
Publicado: (2024)
por: Chen, Xiaoqing, et al.
Publicado: (2024)
Motor Imagery Classification for Asynchronous EEG-Based Brain-Computer Interfaces
por: Wu, Huanyu, et al.
Publicado: (2024)
por: Wu, Huanyu, et al.
Publicado: (2024)
Decoding Neural Signals: Invasive BMI Review
por: Firuzi, Rezwan, et al.
Publicado: (2022)
por: Firuzi, Rezwan, et al.
Publicado: (2022)
Efficient Speech Command Recognition Leveraging Spiking Neural Network and Curriculum Learning-based Knowledge Distillation
por: Wang, Jiaqi, et al.
Publicado: (2024)
por: Wang, Jiaqi, et al.
Publicado: (2024)
T-TIME: Test-Time Information Maximization Ensemble for Plug-and-Play BCIs
por: Li, Siyang, et al.
Publicado: (2024)
por: Li, Siyang, et al.
Publicado: (2024)
SACM: SEEG-Audio Contrastive Matching for Chinese Speech Decoding
por: Wang, Hongbin, et al.
Publicado: (2025)
por: Wang, Hongbin, et al.
Publicado: (2025)
Spiking Neural Network Decoders of Finger Forces from High-Density Intramuscular Microelectrode Arrays
por: Baracat, Farah, et al.
Publicado: (2025)
por: Baracat, Farah, et al.
Publicado: (2025)
Learning from Brain Topography: A Hierarchical Local-Global Graph-Transformer Network for EEG Emotion Recognition
por: Zhou, Yijin, et al.
Publicado: (2026)
por: Zhou, Yijin, et al.
Publicado: (2026)
UniMind: Unleashing the Power of LLMs for Unified Multi-Task Brain Decoding
por: Lu, Weiheng, et al.
Publicado: (2025)
por: Lu, Weiheng, et al.
Publicado: (2025)
UMind: A Unified Multitask Network for Zero-Shot M/EEG Visual Decoding
por: Xu, Chengjian, et al.
Publicado: (2025)
por: Xu, Chengjian, et al.
Publicado: (2025)
AFPM: Alignment-based Frame Patch Modeling for Cross-Dataset EEG Decoding
por: Chen, Xiaoqing, et al.
Publicado: (2025)
por: Chen, Xiaoqing, et al.
Publicado: (2025)
Federated Motor Imagery Classification for Privacy-Preserving Brain-Computer Interfaces
por: Jia, Tianwang, et al.
Publicado: (2024)
por: Jia, Tianwang, et al.
Publicado: (2024)
SAFE: Secure and Accurate Federated Learning for Privacy-Preserving Brain-Computer Interfaces
por: Jia, Tianwang, et al.
Publicado: (2026)
por: Jia, Tianwang, et al.
Publicado: (2026)
sEMG-Based Joint Angle Estimation via Hierarchical Spiking Attentional Feature Decomposition Network
por: Zhou, Xin, et al.
Publicado: (2024)
por: Zhou, Xin, et al.
Publicado: (2024)
Towards Effective Deep Neural Network Approach for Multi-Trial P300-based Character Recognition in Brain-Computer Interfaces
por: Shukla, Praveen Kumar, et al.
Publicado: (2024)
por: Shukla, Praveen Kumar, et al.
Publicado: (2024)
Continuous Learning for Automated Early‐Stage Alzheimer’s Detection Using MRI and Spike Neural Signals
por: Salar Jamal Abdulhameed Al-Atroshi, et al.
Publicado: (2025)
por: Salar Jamal Abdulhameed Al-Atroshi, et al.
Publicado: (2025)
Invasive and Non-Invasive Neural Decoding of Motor Performance in Parkinson's Disease for Personalized Deep Brain Stimulation
por: Dold, Matthias, et al.
Publicado: (2026)
por: Dold, Matthias, et al.
Publicado: (2026)
Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency
por: Shen, Jiangrong, et al.
Publicado: (2025)
por: Shen, Jiangrong, et al.
Publicado: (2025)
User-wise Perturbations for User Identity Protection in EEG-Based BCIs
por: Chen, Xiaoqing, et al.
Publicado: (2024)
por: Chen, Xiaoqing, et al.
Publicado: (2024)
Spatial Distillation based Distribution Alignment (SDDA) for Cross-Headset EEG Classification
por: Liu, Dingkun, et al.
Publicado: (2025)
por: Liu, Dingkun, et al.
Publicado: (2025)
Knowledge-Data Fusion Based Source-Free Semi-Supervised Domain Adaptation for Seizure Subtype Classification
por: Peng, Ruimin, et al.
Publicado: (2024)
por: Peng, Ruimin, et al.
Publicado: (2024)
Brain Dialogue Interface (BDI): A User-Friendly fMRI Model for Interactive Brain Decoding
por: Huang, Heng, et al.
Publicado: (2024)
por: Huang, Heng, et al.
Publicado: (2024)
Adversarial Filtering Based Evasion and Backdoor Attacks to EEG-Based Brain-Computer Interfaces
por: Meng, Lubin, et al.
Publicado: (2024)
por: Meng, Lubin, et al.
Publicado: (2024)
PAT: Privacy-Preserving Adversarial Transfer for Accurate, Robust and Privacy-Preserving EEG Decoding
por: Chen, Xiaoqing, et al.
Publicado: (2024)
por: Chen, Xiaoqing, et al.
Publicado: (2024)
Protecting Multiple Types of Privacy Simultaneously in EEG-based Brain-Computer Interfaces
por: Meng, Lubin, et al.
Publicado: (2024)
por: Meng, Lubin, et al.
Publicado: (2024)
Efficient Transformer-Integrated Deep Neural Architectures for Robust EEG Decoding of Complex Visual Imagery
por: Kwon, Byoung-Hee
Publicado: (2025)
por: Kwon, Byoung-Hee
Publicado: (2025)
Adversarial Artifact Detection in EEG-Based Brain-Computer Interfaces
por: Chen, Xiaoqing, et al.
Publicado: (2022)
por: Chen, Xiaoqing, et al.
Publicado: (2022)
Graph Neural Networks for User Satisfaction Classification in Human-Computer Interaction
por: Liu, Rui, et al.
Publicado: (2025)
por: Liu, Rui, et al.
Publicado: (2025)
Brain-Muscle Atlas: A novel framework for Motor Brain-Computer Interfaces
por: Sun, Ye, et al.
Publicado: (2025)
por: Sun, Ye, et al.
Publicado: (2025)
Decoding Fatigue Levels of Pilots Using EEG Signals with Hybrid Deep Neural Networks
por: Lee, Dae-Hyeok, et al.
Publicado: (2024)
por: Lee, Dae-Hyeok, et al.
Publicado: (2024)
Cross-Task Inconsistency Based Active Learning (CTIAL) for Emotion Recognition
por: Xu, Yifan, et al.
Publicado: (2024)
por: Xu, Yifan, et al.
Publicado: (2024)
Active Poisoning: Efficient Backdoor Attacks on Transfer Learning-Based Brain-Computer Interfaces
por: Jiang, X., et al.
Publicado: (2024)
por: Jiang, X., et al.
Publicado: (2024)
Unveiling Thoughts: A Review of Advancements in EEG Brain Signal Decoding into Text
por: Murad, Saydul Akbar, et al.
Publicado: (2024)
por: Murad, Saydul Akbar, et al.
Publicado: (2024)
Ejemplares similares
-
Spiking Neural Network for Intra-cortical Brain Signal Decoding
por: Yang, Song, et al.
Publicado: (2025) -
End-to-End Intracortical Speech Decoding from Neural Activity
por: Khanday, Owais Mujtaba, et al.
Publicado: (2026) -
Revisiting Euclidean Alignment for Transfer Learning in EEG-Based Brain-Computer Interfaces
por: Wu, Dongrui
Publicado: (2025) -
Multimodal Brain-Computer Interfaces: AI-powered Decoding Methodologies
por: Li, Siyang, et al.
Publicado: (2025) -
Channel Reflection: Knowledge-Driven Data Augmentation for EEG-Based Brain-Computer Interfaces
por: Wang, Ziwei, et al.
Publicado: (2024)