. 2023 Jul 6;4(8):100789. doi: 10.1016/j.patter.2023.100789

Table 1.

Comparison of the brain-inspired SNN and brain simulation platform

Framework		SNN-TB (Rueckauer et al.¹¹)	BindsNet (Hazan et al.⁷)	SINABS (SynSense SNN Library¹⁵)	SJ (Fang et al.¹⁶)	BrainPy (Wang et al.¹⁷)	SPAIC (Hong et al.²⁰)	BrainCog
Brain structure	neuron connection brain area	✓ ✓ ×	✓ ✓ ×	✓ ✓ ×	✓ ✓ ×	✓ ✓ ×	✓ ✓ ×	✓ ✓ ✓
Learning mechanisms	biologically conversion BP RL	× ✓ × ×	✓ ✓ × ✓	× × ✓ ×	× ✓ ✓ ✓	× × ✓ ×	✓ × ✓ ×	✓ ✓ ✓ ✓
Functions	brain-inspired AI brain simulation types	✓ × little	✓ × little	✓ × little	✓ × little	× ✓ much	✓ ✓ much	✓ ✓ rich