Research Article
A New Hierarchical Temporal Memory Algorithm Based on Activation Intensity
Table 1
Model parameters for the proposed HTM and baseline HTM.
| | Parameter name | Value |
| | Number of columns N | 2048 | | Number of cells per column M | 32 | | Number of active columns | 40 | | Dendritic segment activation threshold | 4 | | Initial synaptic permanence | 0.2 | | Connection threshold for synaptic permanence | 0.8 | | Synaptic permanence increment ρ+ | 0.1 | | Synaptic permanence decrement ρ− | 0.1 | | Coefficient α | 0.5 |
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