Convolutions

1-Dimensional Convolutional Neural Networks

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

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 ECGs

Papers


Paper Code Results Date Stars

Tasks


Task Papers Share
Sentiment Analysis 5 3.91%
Anomaly Detection 4 3.13%
Decision Making 4 3.13%
Time Series Forecasting 4 3.13%
Object Detection 4 3.13%
Time Series Analysis 4 3.13%
Decoder 3 2.34%
General Classification 3 2.34%
EEG 2 1.56%

Components


Component Type
🤖 No Components Found You can add them if they exist; e.g. Mask R-CNN uses RoIAlign

Categories