:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Vakili, Amirali, Jahanshiri, Salar, Salimi-Badr, Armin
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	https://arxiv.org/abs/2512.22976
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

UNFIS: A Novel Neuro-Fuzzy Inference System with Unstructured Fuzzy Rules for Classification
by: Salimi-Badr, Armin
Published: (2022)

Integrative Deep Learning Framework for Parkinson's Disease Early Detection using Gait Cycle Data Measured by Wearable Sensors: A CNN-GRU-GNN Approach
by: Rashnu, Alireza, et al.
Published: (2024)

An Explainable Deep Learning-Based Method For Schizophrenia Diagnosis Using Generative Data-Augmentation
by: Saadatinia, Mehrshad, et al.
Published: (2023)

BiT-MamSleep: Bidirectional Temporal Mamba for EEG Sleep Staging
by: Zhou, Xinliang, et al.
Published: (2024)

SincPD: An Explainable Method based on Sinc Filters to Diagnose Parkinson's Disease Severity by Gait Cycle Analysis
by: Salimi-Badr, Armin, et al.
Published: (2025)

NeuroSleep: Neuromorphic Event-Driven Single-Channel EEG Sleep Staging for Edge-Efficient Sensing
by: Li, Boyu, et al.
Published: (2026)

Evaluating the Influence of Temporal Context on Automatic Mouse Sleep Staging through the Application of Human Models
by: Ciudad, Javier García, et al.
Published: (2024)

ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging
by: Ma, Jingying, et al.
Published: (2024)

Transparency in Sleep Staging: Deep Learning Method for EEG Sleep Stage Classification with Model Interpretability
by: Sharma, Shivam, et al.
Published: (2023)

A Deep Reinforcement Learning Approach to Automated Stock Trading, using xLSTM Networks
by: Sarlakifar, Faezeh, et al.
Published: (2025)

Multi-Channel Differential Transformer for Cross-Domain Sleep Stage Classification with Heterogeneous EEG and EOG
by: Chin, Benjamin Wei Hao, et al.
Published: (2025)

Optimizing Photoplethysmography-Based Sleep Staging Models by Leveraging Temporal Context for Wearable Devices Applications
by: Quino, Joseph A. P., et al.
Published: (2024)

PSDNorm: Test-Time Temporal Normalization for Deep Learning in Sleep Staging
by: Gnassounou, Théo, et al.
Published: (2025)

NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG
by: Lee, Cheol-Hui, et al.
Published: (2024)

Adaptive Multi-Scale Goodness Aggregation for Forward-Forward Learning
by: Beigzad, Salar, et al.
Published: (2026)

Multi-Channel Multi-Domain based Knowledge Distillation Algorithm for Sleep Staging with Single-Channel EEG
by: Zhang, Chao, et al.
Published: (2024)

Hierarchical Multi-Stage Transformer Architecture for Context-Aware Temporal Action Localization
by: Ullah, Hayat, et al.
Published: (2025)

Temporal Context and Architecture: A Benchmark for Naturalistic EEG Decoding
by: Ergezer, Mehmet
Published: (2026)

Emotion Classification from Multi-Channel EEG Signals Using HiSTN: A Hierarchical Graph-based Spatial-Temporal Approach
by: Kuang, Dongyang, et al.
Published: (2024)

Individualized and Interpretable Sleep Forecasting via a Two-Stage Adaptive Spatial-Temporal Model
by: Wang, Xueyi, et al.
Published: (2025)

Discourse-Aware In-Context Learning for Temporal Expression Normalization
by: Gautam, Akash Kumar, et al.
Published: (2024)

NeuroLingua: A Language-Inspired Hierarchical Framework for Multimodal Sleep Stage Classification Using EEG and EOG
by: Samaee, Mahdi, et al.
Published: (2025)

NetworkFF: Unified Layer Optimization in Forward-Only Neural Networks
by: Beigzad, Salar
Published: (2025)

EEG Sleep Stage Classification with Continuous Wavelet Transform and Deep Learning
by: Gashti, Mehdi Zekriyapanah, et al.
Published: (2025)

Combining Residual U-Net and Data Augmentation for Dense Temporal Segmentation of Spike Wave Discharges in Single-Channel EEG
by: Sengupta, Saurav, et al.
Published: (2026)

Single Channel EEG Based Insomnia Identification Without Sleep Stage Annotations
by: Yang, Chan-Yun, et al.
Published: (2024)

MetaSTH-Sleep: Towards Effective Few-Shot Sleep Stage Classification for Health Management with Spatial-Temporal Hypergraph Enhanced Meta-Learning
by: Li, Jingyu, et al.
Published: (2025)

Fusion of Spatio-Temporal and Multi-Scale Frequency Features for Dry Electrodes MI-EEG Decoding
by: Gong, Tianyi, et al.
Published: (2026)

STAIR: Addressing Stage Misalignment through Temporal-Aligned Preference Reinforcement Learning
by: Luan, Yao, et al.
Published: (2025)

SingLEM: Single-Channel Large EEG Model
by: Sukhbaatar, Jamiyan, et al.
Published: (2025)

TIMeSynC: Temporal Intent Modelling with Synchronized Context Encodings for Financial Service Applications
by: Katariya, Dwipam, et al.
Published: (2024)

Context-Aware Multimodal Representation Learning for Spatio-Temporally Explicit Environmental Modelling
by: Peters, Julia, et al.
Published: (2025)

PaperNet: Efficient Temporal Convolutions and Channel Residual Attention for EEG Epilepsy Detection
by: Sajid, Md Shahriar, et al.
Published: (2025)

Exploring the Efficacy of Convolutional Neural Networks in Sleep Apnea Detection from Single Channel EEG
by: Siu, Chun Hin, et al.
Published: (2025)

Structure-Aware Masking for Protein Representation Learning
by: Walton, Thomas, et al.
Published: (2026)

Spatio-Temporal Hierarchical Causal Models
by: Li, Xintong, et al.
Published: (2025)

Open Problem: Order Optimal Regret Bounds for Kernel-Based Reinforcement Learning
by: Vakili, Sattar
Published: (2024)

LG-Sleep: Local and Global Temporal Dependencies for Mice Sleep Scoring
by: Sartipi, Shadi, et al.
Published: (2024)

Demographic-Aware Transfer Learning for Sleep Stage Classification in Clinical Polysomnography
by: Hossain, S M Asif, et al.
Published: (2026)

LookAroundNet: Extending Temporal Context with Transformers for Clinically Viable EEG Seizure Detection
by: Sverrisson, Þór, et al.
Published: (2026)