Hardware

Developing a smart chip based on the human brain

Current computer systems are very good at performing exact calculations. But as we are using more and more AI-based applications, we also need more efficient systems that are able to process data in real time with the same ...

Hardware

A deep belief neural network based on silicon memristive synapses

While artificial intelligence (AI) models are becoming increasingly advanced, training and running these models on conventional computer hardware is very energy consuming. Engineers worldwide have thus been trying to create ...

Hardware

Energy-efficient computing with tiny magnetic vortices

A large percentage of energy used today is consumed in the form of electrical power for processing and storing data and for running the relevant terminal equipment and devices. According to predictions, the level of energy ...

Electronics & Semiconductors

How to build brain-inspired neural networks based on light

Supercomputers are extremely fast, but also use a lot of power. Neuromorphic computing, which takes our brain as a model to build fast and energy-efficient computers, can offer a viable and much-needed alternative. The technology ...

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