Dendritic target propagation: a biology-constrained algorithm for credit assignment in multilayer recurrent E/I networks
Correlative Hebbian learning rules are broadly supported by experimental evidence, but do not prescribe a mechanism to coordinate plasticity across multiple circuit layers during target-directed learning. Recent experimental and theoretical work suggests that top-down input to the apical dendrites of pyramidal cells may provide a solution to this deep credit assignment problem. Experiments have shown that dendritic-spike-dependent plasticity is promoted by top-down excitatory inputs carrying information about learning targets, and it is suppressed by lateral feedback inhibition. However, exist