Deep Convolutional Architectures for EEG Classification: A Comparative Study with Temporal Augmentation and Confidence-Based Voting
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Patodiya, Aryan, Cecotti, Hubert |
|---|---|
| Format: | Preprint |
| Publié: |
2026
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Deep Convolutional Neural Networks for Palm Fruit Maturity Classification
par: Han, Mingqiang, et autres
Publié: (2025)
par: Han, Mingqiang, et autres
Publié: (2025)
A Systematic Survey on Deep Learning Architectures for Point Cloud Classification and Segmentation
par: Kamal, Minhas, et autres
Publié: (2026)
par: Kamal, Minhas, et autres
Publié: (2026)
Novel Deep Learning Architectures for Classification and Segmentation of Brain Tumors from MRI Images
par: Das, Sayan, et autres
Publié: (2025)
par: Das, Sayan, et autres
Publié: (2025)
A Study of Gender Classification Techniques Based on Iris Images: A Deep Survey and Analysis
par: Hasan, Basna Mohammed Salih, et autres
Publié: (2025)
par: Hasan, Basna Mohammed Salih, et autres
Publié: (2025)
Domain-Specific Pre-training Improves Confidence in Whole Slide Image Classification
par: Chitnis, Soham Rohit, et autres
Publié: (2023)
par: Chitnis, Soham Rohit, et autres
Publié: (2023)
Transforming Game Play: A Comparative Study of DCQN and DTQN Architectures in Reinforcement Learning
par: Stigall, William A.
Publié: (2024)
par: Stigall, William A.
Publié: (2024)
DCNFIS: Deep Convolutional Neuro-Fuzzy Inference System
par: Yeganejou, Mojtaba, et autres
Publié: (2023)
par: Yeganejou, Mojtaba, et autres
Publié: (2023)
Financial Fraud Identification and Interpretability Study for Listed Companies Based on Convolutional Neural Network
par: Li, Xiao
Publié: (2025)
par: Li, Xiao
Publié: (2025)
Style-Based Neural Architectures for Real-Time Weather Classification
par: Ouattara, Hamed, et autres
Publié: (2026)
par: Ouattara, Hamed, et autres
Publié: (2026)
Vulnerability analysis of captcha using Deep learning
par: Walia, Jaskaran Singh, et autres
Publié: (2023)
par: Walia, Jaskaran Singh, et autres
Publié: (2023)
CLAReSNet: When Convolution Meets Latent Attention for Hyperspectral Image Classification
par: Bandyopadhyay, Asmit, et autres
Publié: (2025)
par: Bandyopadhyay, Asmit, et autres
Publié: (2025)
Optimizing CNN Architectures for Advanced Thoracic Disease Classification
par: Mirthipati, Tejas
Publié: (2025)
par: Mirthipati, Tejas
Publié: (2025)
From Video to EEG: Adapting Joint Embedding Predictive Architecture to Uncover Saptiotemporal Dynamics in Brain Signal Analysis
par: Hojjati, Amirabbas, et autres
Publié: (2025)
par: Hojjati, Amirabbas, et autres
Publié: (2025)
Improved Classification of Nitrogen Stress Severity in Plants Under Combined Stress Conditions Using Spatio-Temporal Deep Learning Framework
par: Patra, Aswini Kumar, et autres
Publié: (2025)
par: Patra, Aswini Kumar, et autres
Publié: (2025)
A Novel Convolutional Neural Network-Based Framework for Complex Multiclass Brassica Seed Classification
par: Elfatimia, Elhoucine, et autres
Publié: (2025)
par: Elfatimia, Elhoucine, et autres
Publié: (2025)
GhostNetV3-Small: A Tailored Architecture and Comparative Study of Distillation Strategies for Tiny Images
par: Zager, Florian, et autres
Publié: (2025)
par: Zager, Florian, et autres
Publié: (2025)
MLV$^2$-Net: Rater-Based Majority-Label Voting for Consistent Meningeal Lymphatic Vessel Segmentation
par: Bongratz, Fabian, et autres
Publié: (2024)
par: Bongratz, Fabian, et autres
Publié: (2024)
SVD Based Least Squares for X-Ray Pneumonia Classification Using Deep Features
par: Erdogan, Mete, et autres
Publié: (2025)
par: Erdogan, Mete, et autres
Publié: (2025)
Quantized Machine Learning Models for Medical Imaging in Low-Resource Healthcare Settings
par: Kanneti, Sumanth Meenan, et autres
Publié: (2026)
par: Kanneti, Sumanth Meenan, et autres
Publié: (2026)
Kolmogorov-Arnold Convolutions: Design Principles and Empirical Studies
par: Drokin, Ivan
Publié: (2024)
par: Drokin, Ivan
Publié: (2024)
Revisiting Data Augmentation in Deep Reinforcement Learning
par: Hu, Jianshu, et autres
Publié: (2024)
par: Hu, Jianshu, et autres
Publié: (2024)
When Generative Augmentation Hurts: A Benchmark Study of GAN and Diffusion Models for Bias Correction in AI Classification Systems
par: Gupta, Shesh Narayan, et autres
Publié: (2026)
par: Gupta, Shesh Narayan, et autres
Publié: (2026)
On the Shift Invariance of Max Pooling Feature Maps in Convolutional Neural Networks
par: Leterme, Hubert, et autres
Publié: (2022)
par: Leterme, Hubert, et autres
Publié: (2022)
UltraLightSqueezeNet: A Deep Learning Architecture for Malaria Classification with up to 54x fewer trainable parameters for resource constrained devices
par: Nettur, Suresh Babu, et autres
Publié: (2025)
par: Nettur, Suresh Babu, et autres
Publié: (2025)
A Lightweight Neural Architecture Search Model for Medical Image Classification
par: Xie, Lunchen, et autres
Publié: (2024)
par: Xie, Lunchen, et autres
Publié: (2024)
Ctrl-GenAug: Controllable Generative Augmentation for Medical Sequence Classification
par: Zhou, Xinrui, et autres
Publié: (2024)
par: Zhou, Xinrui, et autres
Publié: (2024)
HSI Image Enhancement Classification Based on Knowledge Distillation: A Study on Forgetting
par: Zhu, Songfeng
Publié: (2026)
par: Zhu, Songfeng
Publié: (2026)
Towards Robust Out-of-Distribution Generalization: Data Augmentation and Neural Architecture Search Approaches
par: Bai, Haoyue
Publié: (2024)
par: Bai, Haoyue
Publié: (2024)
Improving Sickle Cell Disease Classification: A Fusion of Conventional Classifiers, Segmented Images, and Convolutional Neural Networks
par: Cardoso, Victor Júnio Alcântara, et autres
Publié: (2024)
par: Cardoso, Victor Júnio Alcântara, et autres
Publié: (2024)
Impact of Tuning Parameters in Deep Convolutional Neural Network Using a Crack Image Dataset
par: Zabin, Mahe, et autres
Publié: (2025)
par: Zabin, Mahe, et autres
Publié: (2025)
Evaluation and Analysis of Deep Neural Transformers and Convolutional Neural Networks on Modern Remote Sensing Datasets
par: Hurt, J. Alex, et autres
Publié: (2025)
par: Hurt, J. Alex, et autres
Publié: (2025)
Exploiting Test-Time Augmentation in Federated Learning for Brain Tumor MRI Classification
par: Melo, Thamara Leandra de Deus, et autres
Publié: (2026)
par: Melo, Thamara Leandra de Deus, et autres
Publié: (2026)
A Comparative Study of Machine Unlearning Techniques for Image and Text Classification Models
par: Safa, Omar M., et autres
Publié: (2024)
par: Safa, Omar M., et autres
Publié: (2024)
Socrates Loss: Unifying Confidence Calibration and Classification by Leveraging the Unknown
par: Gómez-Gálvez, Sandra, et autres
Publié: (2026)
par: Gómez-Gálvez, Sandra, et autres
Publié: (2026)
Feature Fusion for Improved Classification: Combining Dempster-Shafer Theory and Multiple CNN Architectures
par: Alzahem, Ayyub, et autres
Publié: (2024)
par: Alzahem, Ayyub, et autres
Publié: (2024)
Towards Equitable ASD Diagnostics: A Comparative Study of Machine and Deep Learning Models Using Behavioral and Facial Data
par: Aledhari, Mohammed, et autres
Publié: (2024)
par: Aledhari, Mohammed, et autres
Publié: (2024)
Quantum-inspired Interpretable Deep Learning Architecture for Text Sentiment Analysis
par: Li, Bingyu, et autres
Publié: (2024)
par: Li, Bingyu, et autres
Publié: (2024)
Adaptive Confidence Regularization for Multimodal Failure Detection
par: Liu, Moru, et autres
Publié: (2026)
par: Liu, Moru, et autres
Publié: (2026)
CALICO: Confident Active Learning with Integrated Calibration
par: Querol, Lorenzo S., et autres
Publié: (2024)
par: Querol, Lorenzo S., et autres
Publié: (2024)
Social-IWSTCNN: A Social Interaction-Weighted Spatio-Temporal Convolutional Neural Network for Pedestrian Trajectory Prediction in Urban Traffic Scenarios
par: Zhang, Chi, et autres
Publié: (2021)
par: Zhang, Chi, et autres
Publié: (2021)
Documents similaires
-
Deep Convolutional Neural Networks for Palm Fruit Maturity Classification
par: Han, Mingqiang, et autres
Publié: (2025) -
A Systematic Survey on Deep Learning Architectures for Point Cloud Classification and Segmentation
par: Kamal, Minhas, et autres
Publié: (2026) -
Novel Deep Learning Architectures for Classification and Segmentation of Brain Tumors from MRI Images
par: Das, Sayan, et autres
Publié: (2025) -
A Study of Gender Classification Techniques Based on Iris Images: A Deep Survey and Analysis
par: Hasan, Basna Mohammed Salih, et autres
Publié: (2025) -
Domain-Specific Pre-training Improves Confidence in Whole Slide Image Classification
par: Chitnis, Soham Rohit, et autres
Publié: (2023)