Although mathematically elegant, back-propagation isn't perfect. Instead consider using particle swarm optimization (PSO) to train your neural network; here's how.

In this case, the protein-based neural network allows the comparison of multiple inputs and provides a single output, such as programmed cell death or differentiation.

Photonic neural networks—systems that use light instead of electricity to process information—promise faster speeds and lower energy use than traditional electronics.