Category Physics

New Electronic Chip delivers Smarter, Light-powered AI

An electronic chip on a coloured background
The prototype technology brings together imaging, processing, machine learning and memory in one electronic chip, powered by light.

Prototype tech shrinks AI to deliver brain-like functionality in one powerful device.

Researchers have developed artificial intelligence technology that brings together imaging, processing, machine learning and memory in one electronic chip, powered by light.

The prototype shrinks artificial intelligence technology by imitating the way that the human brain processes visual information. The nanoscale advance combines the core software needed to drive artificial intelligence with image-capturing hardware in a single electronic device.

With further development, the light-driven prototype could enable smarter and smaller autonomous technologies like d...

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New Family of Quasiparticles in Graphene-based Materials

Illustration of BrownZak fermions
Graphene/National Graphene Institute/Manchester group discovers new family of quasiparticles in graphene-based materials

Findings to help achieve Holy Grail of 2D materials – superfast electronic devices. A group of researchers led by Sir Andre Geim and Dr Alexey Berdyugin at The University of Manchester have discovered and characterised a new family of quasiparticles named ‘Brown-Zak fermions’ in graphene-based superlattices.

The team achieved this breakthrough by aligning the atomic lattice of a graphene layer to that of an insulating boron nitride sheet, dramatically changing the properties of the graphene sheet.

The study follows years of successive advances in graphene-boron nitride superlattices which allowed the observation of a fractal pattern known as the Hofstadter’s bu...

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System brings Deep Learning to ‘IoT’ devices

Iot devices
MIT researchers have developed a system, called MCUNet, that brings machine learning to microcontrollers. The advance could enhance the function and security of devices connected to the Internet of Things (IoT).

Advance could enable AI on household appliances while enhancing data security and energy efficiency. A new system brings machine learning to microcontrollers. The advance could enhance the function and security of devices connected to the Internet of Things (IoT).

Deep learning is everywhere. This branch of artificial intelligence curates your social media and serves your Google search results. Soon, deep learning could also check your vitals or set your thermostat...

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Making 3D Nanosuperconductors with DNA

illustration
An illustration showing how highly nanostructured 3-D superconducting materials can be created based on DNA self-assembly.An illustration showing how highly nanostructured 3-D superconducting materials can be created based on DNA self-assembly.

A platform for making 3D superconducting nano-architectures with a prescribed organization could find application in quantum computing and sensing.

3-D nanostructured materials — those with complex shapes at a size scale of billionths of a meter — that can conduct electricity without resistance could be used in a range of quantum devices...

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