Focus |

Neuromorphic computing

The rise of machine learning and artificial intelligence is asking questions about what is the best way to build a computer, and approaches that derive inspiration from the brain could provide an answer. Here, in a series of articles, we explore what such neuromorphic computing can do.

Editorial

News Feature

Neuromorphic engineering attempts to create brain-like computing hardware and has helped reawaken interest in computer chip start-ups. But is the technology ready for mainstream application?

News Feature | | Nature Electronics

Reverse Engineering

Neuromorphic engineering aims to create computing hardware that mimics biological nervous systems, and it is expected to play a key role in the next era of hardware development. Carver Mead recounts how it all began.

Reverse Engineering | | Nature Electronics

Reviews

This Review Article examines the development of spintronic devices for neuromorphic computing, exploring how magnetic tunnel junctions and magnetic textures can act as artificial neurons and synapses, as well as considering the challenges that exist in scaling up current systems.

Review Article | | Nature Electronics

This Review Article examines the development of neuro-inspired computing chips and their key benchmarking metrics, providing a co-design tool chain and proposing a roadmap for future large-scale chips.

Review Article | | Nature Electronics

This Review Article examines the development of organic neuromorphic devices, considering the different switching mechanisms used in the devices and the challenges the field faces in delivering neuromorphic computing applications.

Review Article | | Nature Electronics