Brain-inspired models and their applications

Even though the contemporary artificial intelligence (AI) became a powerful tool in many areas and even in our everyday life, it still cannot outperform the human brain. The natural intelligence is a result of collaborative work of neural cell ensembles having much more elaborated functionality and connectivity than the artificial neural networks. The paper presents the basic working principles in the brain, neuromorphic computing inspired by them and their applications.