Scaling SNNs Trained Using Equilibrium Propagation to Convolutional Architectures

Jiaqi Lin, Malyaban Bal, Abhronil Sengupta

Equilibrium Propagation (EP) is a biologically plausible local learning algorithm initially developed for convergent recurrent neural networks (RNNs), where weight updates rely sol…