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Search results for machine learning architecture

Superconductivity Oct 31, 2019

Scientists tame Josephson vortices

MIPT physicists have learned how to locally control Josephson vortices. The discovery can be used for quantum electronics superconducting devices and future quantum processors. The work has been published in the prestigious ...

Quantum Âé¶¹ÒùÔºics Oct 23, 2019

'Molecular spintronics': New technology offers hope for quantum computing

Quantum computers, which work according to the strange rules of quantum mechanics, may one day revolutionize the world. Once we have managed to build a powerful working machine, it will be able to solve some problems that ...

Nanophysics Oct 22, 2019

Neural network technique identifies mechanisms of ferroelectric switching

Innovations in material science are as essential to modern life as indoor plumbing—and go about as unnoticed.

General Âé¶¹ÒùÔºics Oct 17, 2019

Bio-circuitry mimics synapses and neurons in a step toward sensory computing

Researchers at the Department of Energy's Oak Ridge National Laboratory, the University of Tennessee and Texas A&M University demonstrated bio-inspired devices that accelerate routes to neuromorphic, or brain-like, computing.

Plants & Animals Oct 15, 2019

Peeping into the black box of AI to discover how collective behaviors emerge

How do the stunningly intricate patterns created by schools of fish emerge? For many scientists, this question presents an irresistible mathematical puzzle involving a substantial number of variables describing the relative ...

Quantum Âé¶¹ÒùÔºics Oct 11, 2019

New compiler makes quantum computers two times faster

A new paper from researchers at the University of Chicago introduces a technique for compiling highly optimized quantum instructions that can be executed on near-term hardware. This technique is particularly well suited to ...

Biotechnology Oct 8, 2019

Scientists use machine-learning algorithms to help automate plant studies

Father of genetics Gregor Mendel spent years tediously observing and measuring pea plant traits by hand in the 1800s to uncover the basics of genetic inheritance. Today, botanists can track the traits, or phenotypes, of hundreds ...

Quantum Âé¶¹ÒùÔºics Sep 26, 2019

Machine learning opens new possibilities for quantum devices

Scientists from the University of Oxford, in collaboration with University of Basel and Lancaster University, have developed an algorithm that can be used to measure quantum dots automatically.

Quantum Âé¶¹ÒùÔºics Sep 10, 2019

Introducing quantum convolutional neural networks

Machine learning techniques have so far proved to be very promising for the analysis of data in several fields, with many potential applications. However, researchers have found that applying these methods to quantum physics ...

Ecology Aug 28, 2019

Using artificial intelligence to track birds' dark-of-night migrations

On many evenings during spring and fall migration, tens of millions of birds take flight at sunset and pass over our heads, unseen in the night sky. Though these flights have been recorded for decades by the National Weather ...

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