We’ve known for a while that real neurons in the brain are more powerful than artificial neurons in neural networks. It takes a 2-layer ANN to compute XOR, which can apparently be done with a single real neuron, according to recent paper published in Science.

Dendritic action potentials and computation in human layer 2/3 cortical neurons