Before revision:  Most unsupervised SNNs are trained through competitive learning with Spike-Timing-Dependent Plasticity (STDP). However, the STDP-based SNNs are limited by slow learning speed and/or constrained learning capability.
After revision:  Nevertheless, the existing STDP-based SNNs are limited by slow learning speed and/or constrained learning capability.