Microelectrode array (MEA) recordings from human induced pluripotent stem cell (iPSC)-derived neurons show disease-related phenotypes including differences in firing and burst rates. To reveal microscale network activity, we investigated age-related differences in the functional connectivity and network topology. We cultured human neurogenin 2 (NGN2) iPSC-derived neurons with human astrocytes on 64-electrode MEAs (n=15 cultures). We performed 10-minute recordings weekly from days-in-vitro (DIV) 14-35 and analysis with MEA-NAP (https://github.com/SAND-Lab/MEA-NAP/). We applied one-way ANOVA and the Tukey-Kramer method to adjust for multiple pairwise comparisons. NGN2 cortical cultures showed a significant increase in the number of active electrodes (p=3e-7), mean firing rate (p=7e-6), and mean network burst rate (p=0.01) from DIV14-35. Significant functional connections were determined using the spike time tiling coefficient and probabilistic thresholding. Figure 1A shows network graphs with nodes (circles) and edges (lines) from a representative culture DIV14-35. The functional connectivity significantly increased from DIV14-35 (Figure 1B-C) including the network density (p=0.001) and top 10% of edge weights (p=3e-5). The number of modules significantly decreased (p=0.01) while the mean participation coefficient significantly increased (p=0.01) indicating a shift in activity from within subcommunities to network-wide. At DIV35, the mean small-worldness coefficient approached zero, indicating small-world topology, compared to more randomly connected networks at DIV14-28 (p=3e-4; Figure 1D). In sum, MEA recordings revealed that NGN2 neurons develop patterns of functional connectivity and network topology also seen at larger spatial scales in the brain and, thus, could inform mechanistic and therapeutic studies of neuronal development and disease.