Before revision:  However, the STDP-based SNNs are limited by slow learning speed and/or constrained learning capability.
After revision:  However, the STDP-based SNNs are limited by slow learning speed and/or slow learning speed. Most STDP-based SNNs adopted a slow-learning Fully-Connected (FC) architecture and used a sub-optimal vote-based scheme for spike decoding.