Neuromorphic chips are a class of microprocessors that are designed to mimic the architecture and functionality of the human brain. These chips utilize analog circuits to replicate the way neurons and synapses work, offering a more efficient and powerful alternative to traditional digital processors for certain tasks. By leveraging the principles of artificial neural networks, neuromorphic chips aim to bridge the gap between artificial intelligence and biological neural systems.