The performance of CNN based algorithm completely depends on the type of input data and how we pre-process it. This paper provides details of various pre-processing techniques, like data augmentation, ...

An automated prediction algorithm is constructed using various pre-processing strategies based on a Hybrid Convolutional Neural Network and Long-Short Term Memory (CNN-LSTM Network). Cardiac ...

Methods: In this paper, two multi-person data fusion methods (parallel data fusion and serial data fusion) are used in the data pre-processing stage ... P300 classification algorithms analyzing the ...