A New Hierarchical Temporal Memory Algorithm Based on Activation Intensity

Table 4

Average accuracy (±standard derivation) with different numbers of neurons on NYC-Taxi.

Configuration	Accuracy
HTM_AI-neurons (8)	0.983 (±0.0031)
HTM_AI-neurons (16)	0.984 (±0.0033)
HTM_AI-neurons (24)	0.981 (±0.003)
HTM_AI-neurons (32)	0.982 (±0.0028)
HTM-neurons (8)	0.971 (±0.0020)
HTM-neurons (16)	0.97 (±0.0017)
HTM-neurons (24)	0.969 (±0.0018)
HTM-neurons (32)	0.972 (±0.0021)