Methods › Computer Vision › Convolutions › 1D CNN

1-Dimensional Convolutional Neural Networks

1D CNN

92 papers tagged archive 2025-07-28

Introduced by Bjørn-Jostein Singstad et al. in Convolutional Neural Network and Rule-Based Algorithms for Classifying 12-lead ECGs

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

Papers archive 2025-07-28

30 shown of 92, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• Few-Shot Learning for Industrial Time Series: A Comparative Analysis Using the Example of Screw-Fastening Process Monitoring
  16 Jun 2025 · 0 repositories · arXiv:2506.13909
• ProtoECGNet: Case-Based Interpretable Deep Learning for Multi-Label ECG Classification with Contrastive Learning
  11 Apr 2025 · 1 repository · arXiv:2504.08713
• Open Deep Search: Democratizing Search with Open-source Reasoning Agents
  26 Mar 2025 · 1 repository · arXiv:2503.20201
  Syntology ran 0 of 4 samples · 4 unverified
• Arrhythmia Classification from 12-Lead ECG Signals Using Convolutional and Transformer-Based Deep Learning Models
  25 Feb 2025 · 0 repositories · arXiv:2502.17887
• Multimodal Bearing Fault Classification Under Variable Conditions: A 1D CNN with Transfer Learning
  23 Feb 2025 · 0 repositories · arXiv:2502.17524
• SeizeIT2: Wearable Dataset Of Patients With Focal Epilepsy
  3 Feb 2025 · 1 repository · arXiv:2502.01224
• Convolutional Fourier Analysis Network (CFAN): A Unified Time-Frequency Approach for ECG Classification
  1 Feb 2025 · 0 repositories · arXiv:2502.00497
• Context-Aware Deep Learning for Multi Modal Depression Detection
  26 Dec 2024 · 1 repository · arXiv:2412.19209
• A Temporal Convolutional Network-based Approach for Network Intrusion Detection
  23 Dec 2024 · 0 repositories · arXiv:2412.17452
• From KAN to GR-KAN: Advancing Speech Enhancement with KAN-Based Methodology
  23 Dec 2024 · 0 repositories · arXiv:2412.17778
• A 10.60 $μ$W 150 GOPS Mixed-Bit-Width Sparse CNN Accelerator for Life-Threatening Ventricular Arrhythmia Detection
  22 Oct 2024 · 0 repositories · arXiv:2410.17395
• Mukhtasir-Khail-Net: An Ultra-Efficient Convolutional Neural Network for Sports Activity Recognition with Wearable Inertial Sensors
  22 Oct 2024 · 1 repository
• 1DCNNTrans: BISINDO Sign Language Interpreters in Improving the Inclusiveness of Public Services
  3 Sep 2024 · 0 repositories · arXiv:2409.01975
• FORS-EMG: A Novel sEMG Dataset for Hand Gesture Recognition Across Multiple Forearm Orientations
  3 Sep 2024 · 0 repositories · arXiv:2409.07484
• Comparison of Optimizers for Fault Isolation and Diagnostics of Control Rod Drives
  9 Jul 2024 · 0 repositories · arXiv:2407.06557
• Physics-Informed Deep Learning and Partial Transfer Learning for Bearing Fault Diagnosis in the Presence of Highly Missing Data
  16 Jun 2024 · 0 repositories · arXiv:2406.11023
• Generating density nowcasts for U.S. GDP growth with deep learning: Bayes by Backprop and Monte Carlo dropout
  24 May 2024 · 0 repositories · arXiv:2405.15579
• LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images
  18 Mar 2024 · 1 repository · arXiv:2403.11703
• Chain-structured neural architecture search for financial time series forecasting
  15 Mar 2024 · 0 repositories · arXiv:2403.14695
• Deep Learning for In-Orbit Cloud Segmentation and Classification in Hyperspectral Satellite Data
  13 Mar 2024 · 0 repositories · arXiv:2403.08695
• Single Channel EEG Based Insomnia Identification Without Sleep Stage Annotations
  9 Feb 2024 · 0 repositories · arXiv:2402.06251
• Unsupervised learning based end-to-end delayless generative fixed-filter active noise control
  8 Feb 2024 · 1 repository · arXiv:2402.09460
• Harnessing Smartwatch Microphone Sensors for Cough Detection and Classification
  31 Jan 2024 · 0 repositories · arXiv:2401.17738
• Classification of grapevine varieties using UAV hyperspectral imaging
  23 Jan 2024 · 1 repository · arXiv:2401.12851
• One-dimensional Convolutional Neural Networks for Detecting Transiting Exoplanets
  12 Dec 2023 · 0 repositories · arXiv:2312.07161
• Deep Learning Models for Arrhythmia Classification Using Stacked Time-frequency Scalogram Images from ECG Signals
  1 Dec 2023 · 0 repositories · arXiv:2312.09426
• 1D-CapsNet-LSTM: A Deep Learning-Based Model for Multi-Step Stock Index Forecasting
  3 Oct 2023 · 0 repositories · arXiv:2310.02090
• Neural Feature Learning in Function Space
  18 Sep 2023 · 1 repository · arXiv:2309.10140
• Deep learning assisted robust detection techniques for a chipless RFID sensor tag
  26 Aug 2023 · 0 repositories · arXiv:2308.13944
• Multi-horizon short-term load forecasting using hybrid of LSTM and modified split convolution
  15 Aug 2023 · 1 repository

Tasks archive 2025-07-28

20 shown of 166 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections