Security and Communication Networks / 2020 / Article / Tab 7

Research Article

Wearable Sensor-Based Human Activity Recognition Using Hybrid Deep Learning Techniques

Table 7

Experimental parameters of CNN-LSTM model.

ParametersValue

Input vector size150
Input channel number8
Convolution kernel size3
Pool size2
Activation functionReLu
LSTM layer1
Neurons number64
Dropout0.5
Learning rate0.002
Batch size150
Epoch400