Before revision:  Here, we report a spike-based general learning model that integrates two learning routes by introducing a brain-inspired meta-local module and a two-phase parametric modelling. The hybrid model can meta-learn general local plasticity , and receive top-down supervision information for multi-scale learning.
After revision:  Here, we report a spike-based general learning model that integrates two learning routes by introducing a brain-inspired meta-learning paradigm and a differentiable spiking model incorporating neuronal dynamics and synaptic plasticity. It can meta-learn general local plasticity , and receive top-down supervision information for multi-scale learning.