IEFS-GMB: Gradient Memory Bank-Guided Feature Selection Based on Information Entropy for EEG Classification of Neurological Disorders
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Liang, Dong, Hanyang, Gao, Jia-Hong, Sun, Yi, Xiao, Kuntao, Yang, Wanli, Lv, Zhao, Sheng, Shurong |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LV-CadeNet: A Long-View Feature Convolution-Attention Fusion Encoder-Decoder Network for EEG/MEG Spike Analysis
by: Xiao, Kuntao, et al.
Published: (2024)
by: Xiao, Kuntao, et al.
Published: (2024)
Automated Detection of Epileptic Spikes and Seizures Incorporating a Novel Spatial Clustering Prior
by: Dong, Hanyang, et al.
Published: (2025)
by: Dong, Hanyang, et al.
Published: (2025)
FAIR-ESI: Feature Adaptive Importance Refinement for Electrophysiological Source Imaging
by: Zou, Linyong, et al.
Published: (2026)
by: Zou, Linyong, et al.
Published: (2026)
GMB-ECC: Guided Measuring and Benchmarking of the Edge Cloud Continuum
by: Jahnke, Brian-Frederik, et al.
Published: (2025)
by: Jahnke, Brian-Frederik, et al.
Published: (2025)
NeuroDx-LM: A Clinical Large-Scale Model for EEG-based Neurological Disorder Detection
by: Jin, Guanghao, et al.
Published: (2025)
by: Jin, Guanghao, et al.
Published: (2025)
Assessment of Heat Transfer‐Induced Contaminant Transport for a GMB/GCL/CCL Liner System
by: Jin‐Wei Qiu, et al.
Published: (2025)
by: Jin‐Wei Qiu, et al.
Published: (2025)
Automated Detection of Neurological and Mental Health Disorders Using EEG Signals and Artificial Intelligence: A Systematic Review
by: Hakan Uyanik, et al.
Published: (2025)
by: Hakan Uyanik, et al.
Published: (2025)
Neurologic Music Therapy's Impact on Neurological Disorders
by: Yaming Wei, et al.
Published: (2024)
by: Yaming Wei, et al.
Published: (2024)
Functional Neurological Disorder Among Neurology In‐Patients
by: Johannes Jungilligens, et al.
Published: (2025)
by: Johannes Jungilligens, et al.
Published: (2025)
Incomplete Depression Feature Selection with Missing EEG Channels
by: Gong, Zhijian, et al.
Published: (2025)
by: Gong, Zhijian, et al.
Published: (2025)
Multi-Class Neurological Disorder Prediction with Tensor Network Feature Engineering
by: Balakrishna, Keshav, et al.
Published: (2026)
by: Balakrishna, Keshav, et al.
Published: (2026)
Selection and Stability of Functional Connectivity Features for Classification of Brain Disorders
by: Saha, Aniruddha, et al.
Published: (2025)
by: Saha, Aniruddha, et al.
Published: (2025)
Application of Novel Drug‐Delivery Strategies in Neurological Disorders
by: Chuanpeng Li, et al.
Published: (2025)
by: Chuanpeng Li, et al.
Published: (2025)
Beyond Unconstrained Features: Neural Collapse for Shallow Neural Networks with General Data
by: Hong, Wanli, et al.
Published: (2024)
by: Hong, Wanli, et al.
Published: (2024)
Therapeutic Advances in Neurological Disorders
Published: (2018)
Published: (2018)
A Collaborative Framework for Quantum Optimisation and Quantum Neural Networks: Credit Feature Selection and Image Classification
by: Long, JiaNing, et al.
Published: (2025)
by: Long, JiaNing, et al.
Published: (2025)
EEG Signal Denoising Using pix2pix GAN: Enhancing Neurological Data Analysis
by: Wang, Haoyi, et al.
Published: (2024)
by: Wang, Haoyi, et al.
Published: (2024)
Optimized Feature Selection and Neural Network-Based Classification of Motor Imagery Using EEG Signals
by: Dip, Muhammad Sudipto Siam, et al.
Published: (2025)
by: Dip, Muhammad Sudipto Siam, et al.
Published: (2025)
SEHFS: Structural Entropy-Guided High-Order Correlation Learning for Multi-View Multi-Label Feature Selection
by: Peng, Cheng, et al.
Published: (2026)
by: Peng, Cheng, et al.
Published: (2026)
Human-Guided Feature Selection for Accurate Cardiomyocyte Dysfunction Classification
by: Mehdi, Rana Raza, et al.
Published: (2025)
by: Mehdi, Rana Raza, et al.
Published: (2025)
Gradient-Free Method for Heavily Constrained Nonconvex Optimization
by: Shi, Wanli, et al.
Published: (2024)
by: Shi, Wanli, et al.
Published: (2024)
Feature Reweighting for EEG-based Motor Imagery Classification
by: Lotey, Taveena, et al.
Published: (2023)
by: Lotey, Taveena, et al.
Published: (2023)
FGP: Feature-Gradient-Prune for Efficient Convolutional Layer Pruning
by: Lv, Qingsong, et al.
Published: (2024)
by: Lv, Qingsong, et al.
Published: (2024)
An analysis of participants' introductory experience with causal loop diagrams (CLDs) using group model building (GMB) scripts
by: Justin D. Connolly, et al.
Published: (2024)
by: Justin D. Connolly, et al.
Published: (2024)
Modified Feature Selection for Improved Classification of Resting-State Raw EEG Signals in Chronic Knee Pain
by: Li, Jean, et al.
Published: (2023)
by: Li, Jean, et al.
Published: (2023)
Astrocyte Lipid Droplet Dynamics Orchestrate Neurological Disorders and Therapeutic Horizons
by: Jiani Zhong, et al.
Published: (2025)
by: Jiani Zhong, et al.
Published: (2025)
Advancing Supervised Local Learning Beyond Classification with Long-term Feature Bank
by: Zhu, Feiyu, et al.
Published: (2024)
by: Zhu, Feiyu, et al.
Published: (2024)
Pharmacological Diversity of Flavonoids and Their Clinical Application Prospects in Neurological Disorders
by: Shuai Cheng, et al.
Published: (2025)
by: Shuai Cheng, et al.
Published: (2025)
Clinical Features of Glutamic Acid Decarboxylase‐65 Neurological Autoimmunity: A Case Series From China
by: Zhandong Qiu, et al.
Published: (2025)
by: Zhandong Qiu, et al.
Published: (2025)
Serious Illness Conversation in the Care of Atypical Parkinsonian Disorders: A Practical Guide for Neurology Clinicians
by: Michiko K. Bruno, et al.
Published: (2025)
by: Michiko K. Bruno, et al.
Published: (2025)
mixEEG: Enhancing EEG Federated Learning for Cross-subject EEG Classification with Tailored mixup
by: Liu, Xuan-Hao, et al.
Published: (2025)
by: Liu, Xuan-Hao, et al.
Published: (2025)
Stability‐Driven Selection of EEG Connectivity Features for Psychosis Classification: A Network‐Based Machine Learning Approach
by: Mahdi Naeim, et al.
Published: (2026)
by: Mahdi Naeim, et al.
Published: (2026)
Feature Selection for Stock Movement Direction Prediction Using Sparse Support Vector Machine
by: Maoxuan Miao, et al.
Published: (2025)
by: Maoxuan Miao, et al.
Published: (2025)
Aesthetic Experience, Neurology and Cultural Memory
by: Hamed Jamalpour
Published: (2023)
by: Hamed Jamalpour
Published: (2023)
Applications of Artificial Intelligence in Neurological Voice Disorders
by: Dongren Yao, et al.
Published: (2025)
by: Dongren Yao, et al.
Published: (2025)
Unlocking Dietary Strategies to Combat Neurological Disorders
by: Ariana Soares Dias Portela, et al.
Published: (2024)
by: Ariana Soares Dias Portela, et al.
Published: (2024)
Association of Laryngeal Dystonia With Common Neurologic Disorders
by: Brandon LaBarge, et al.
Published: (2025)
by: Brandon LaBarge, et al.
Published: (2025)
The Impact of Pregnancy on Functional Neurological Disorder ( FND )
by: Alexander Lehn, et al.
Published: (2025)
by: Alexander Lehn, et al.
Published: (2025)
Probiotics as a Complementary Medicine in Neurologic Disorders
by: Mahla Jafari, et al.
Published: (2025)
by: Mahla Jafari, et al.
Published: (2025)
Independent Feature Enhanced Crossmodal Fusion for Match-Mismatch Classification of Speech Stimulus and EEG Response
by: Fan, Shitong, et al.
Published: (2024)
by: Fan, Shitong, et al.
Published: (2024)
Similar Items
-
LV-CadeNet: A Long-View Feature Convolution-Attention Fusion Encoder-Decoder Network for EEG/MEG Spike Analysis
by: Xiao, Kuntao, et al.
Published: (2024) -
Automated Detection of Epileptic Spikes and Seizures Incorporating a Novel Spatial Clustering Prior
by: Dong, Hanyang, et al.
Published: (2025) -
FAIR-ESI: Feature Adaptive Importance Refinement for Electrophysiological Source Imaging
by: Zou, Linyong, et al.
Published: (2026) -
GMB-ECC: Guided Measuring and Benchmarking of the Edge Cloud Continuum
by: Jahnke, Brian-Frederik, et al.
Published: (2025) -
NeuroDx-LM: A Clinical Large-Scale Model for EEG-based Neurological Disorder Detection
by: Jin, Guanghao, et al.
Published: (2025)