Research Article

A Micro Neural Network for Healthcare Sensor Data Stream Classification in Sustainable and Smart Cities

Table 1

The space complexity comparison between MicroNN and state-of-the-art methods.

WorkMethodsModel size (MB)

Liu et al. [26]CNN39.5
Chen et al. [28]CNN32.9
Jun et al. [29]LSTM16.2
Saadatnejad et al. [30]LSTM15.4
Faust et al. [31]Bi-LSTM27.6
OursMicroNN13.7