1D 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 ECGsPaper | Code | Results | Date | Stars |
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Task | Papers | Share |
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Anomaly Detection | 5 | 2.62% |
Time Series Forecasting | 5 | 2.62% |
Time Series Analysis | 5 | 2.62% |
Sentiment Analysis | 5 | 2.62% |
Deep Learning | 4 | 2.09% |
ECG Classification | 4 | 2.09% |
Classification | 4 | 2.09% |
Decision Making | 4 | 2.09% |
Object Detection | 4 | 2.09% |
Component | Type |
|
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🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |