Before revision:  The formulation of biologically inspired networks capable to perform complex computations can mediate a synergetic interaction between Machine Learning and Neuroscience bringing to mutual benefits and helping to improve our understanding of biological and artificial intelligence. Even though several models have been proposed , it remains a challenging task to design RSNNs which use biologically plausible mechanisms .
After revision:  The formulation of biologically inspired networks capable to perform complex computations can mediate a synergetic interaction between Machine Learning and Neuroscience bringing to mutual benefits and helping to improve our understanding of biological intelligence and the efficiency of artificial ones. Several spiking network models have been proposed , it remains a challenging task to design RSNNs which use biologically plausible mechanisms .