An Improved Deep Learning Model for Online Tool Condition Monitoring Using Output Power Signals

Table 3

Parameters of the proposed model.

Name	Filters	Size/stride	Units	Input	Output	Function	Parameters
Conv-1	16	64/16	—	1 × 2048	16 × 128	Relu	1040
Pooling1	—	2/2	—	16 × 128	16 × 64	—	0
Conv-2	64	3/1	—	16 × 64	64 × 64	Relu	3136
Pooling2	—	2/2	—	64 × 64	64 × 32	—	0
LSTM	—	—	32	64 × 32	32 × 32	Tanh	12416
Dense	—	—		32 × 32	1 × 5	Softmax	5125