Research Article

A New Hierarchical Temporal Memory Algorithm Based on Activation Intensity

Table 3

Average accuracy (±standard derivation) with different numbers of neurons on NAB.

ConfigurationAccuracy

HTM_AI-neurons (8)0.978 (±0.0021)
HTM_AI-neurons (16)0.976 (±0.0025)
HTM_AI-neurons (24)0.977 (±0.0023)
HTM_AI-neurons (32)0.978 (±0.0022)
HTM-neurons (8)0.963 (±0.0013)
HTM-neurons (16)0.962 (±0.0019)
HTM-neurons (24)0.963 (±0.0021)
HTM-neurons (32)0.964 (±0.0017)