Before revision: Building on the model proposed in Lillicrap et. al. we show that deep networks can be trained using biologically plausible Hebbian rules yielding similar performance to ordinary back-propagation  .
After revision: Building on the model proposed in Lillicrap et. al. we show that deep networks can be trained using biologically plausible Hebbian rules yielding similar performance to ordinary back-propagation on challenging image datasets .