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. 2021 May 4;7:e514. doi: 10.7717/peerj-cs.514

Table 1. Deep learning architectures and their applications domain.

Deep learning architectures Excelled domains
CNN Speech recognition, image recognition and classification, human pose and 3D human action recognition
DBN Dimensionality reduction, image recognition, information retrieval, natural language understanding, prediction problems, feature extraction
SAE Data compression, dimensionality reduction and representation learning, document clustering, sentiment analysis, image processing and object recognition
RNN\LSTM Sequence prediction, online handwriting recognition, gesture recognition, natural language and speech processing, human activity recognition, automatic translation of texts and images