An LSTM-Autoencoder Architecture for Anomaly Detection Applied on Compressors Audio Data

Table 9

Model dimensions and operations overview for LSTM employing Sigmoid layer (created by authors).

Operation		Data	Dimensions	Weights ()	Weights (%)
Input	#####	2	259
LSTM	LLLLL	—	—	62,000	99.8%
tanh	#####		50
Dropout	|||	—	—	0	0.0%
	#####		50
Dense	XXXXX	—	—	102	0.2%
Sigmoid	#####		2