Dendritic EP matches standard EP on simple tasks but significantly outperforms it on KMNIST and FMNIST, and in deeper models, approaching the performance of backpropagation-trained dendritic networks.
Nature machine intelligence , volume=
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Dendritic Neural Networks with Equilibrium Propagation
Dendritic EP matches standard EP on simple tasks but significantly outperforms it on KMNIST and FMNIST, and in deeper models, approaching the performance of backpropagation-trained dendritic networks.