Convolutions
1-Dimensional Convolutional Neural Networks
Introduced by Singstad et al. in Convolutional Neural Network and Rule-Based Algorithms for Classifying 12-lead ECGs1D Convolutional Neural Networks are similar to well known and more established 2D Convolutional Neural Networks. 1D Convolutional Neural Networks are used mainly used on text and 1D signals.
Source: Convolutional Neural Network and Rule-Based Algorithms for Classifying 12-lead ECGsPapers
| Paper | Code | Results | Date | Stars |
|---|
Tasks
| Task | Papers | Share |
|---|---|---|
| Sentiment Analysis | 5 | 5.00% |
| Object Detection | 4 | 4.00% |
| Decision Making | 3 | 3.00% |
| Time Series Analysis | 3 | 3.00% |
| Time Series Forecasting | 3 | 3.00% |
| General Classification | 3 | 3.00% |
| Anomaly Detection | 2 | 2.00% |
| Image Classification | 2 | 2.00% |
| ECG Classification | 2 | 2.00% |
Usage Over Time
Components
| Component | Type |
|
|---|---|---|
| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
