Local Synaptic Rules Can Implement a SIGReg Gradient Without Backpropagation

Martin Andrews

We prove that two canonical local synaptic learning rules, the potentiation arm of spike-timing-dependent plasticity (STDP${}^{+}$) and homeostatic plasticity (instantiated here via fl…