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Search results for machine learning architecture

Nanophysics Mar 26, 2019

New 3-D printing approach makes cell-scale lattice structures

A new way of making scaffolding for biological cultures could make it possible to grow cells that are highly uniform in shape and size, and potentially with certain functions. The new approach uses an extremely fine-scale ...

Astronomy Mar 13, 2019

Neural networks predict planet mass

To find out how planets form, astrophysicists run complicated and time-consuming computer calculations. Members of the NCCR PlanetS at the University of Bern have now developed a totally novel approach to speed up this process ...

Quantum Âé¶¹ÒùÔºics Mar 11, 2019

Opening the path to scaling silicon quantum computers

Research collaboration between UNSW and the University of Sydney has overcome a fundamental hurdle to building quantum computers in silicon, opening the way to further develop the machines at scale.

Earth Sciences Mar 1, 2019

Machine learning expands to help predict and characterize earthquakes

With a growing wealth of seismic data and computing power at their disposal, seismologists are increasingly turning to a discipline called machine learning to better understand and predict complicated patterns in earthquake ...

Quantum Âé¶¹ÒùÔºics Feb 11, 2019

Engineers develop room temperature, two-dimensional platform for quantum technology

Quantum computers promise to be a revolutionary technology because their elementary building blocks, qubits, can hold more information than the binary, 0-or-1 bits of classical computers. But to harness this capability, hardware ...

Computer Sciences Jan 31, 2019

Certifying attack resistance of convolutional neural networks

When shopping for a watch, you may notice its water resistance rating, which indicates that the watch is warranted to be waterproof to a certain level. What about your neural network? Can one ensure a neural network is "attack ...

Computer Sciences Jan 24, 2019

Information theory holds surprises for machine learning

New SFI research challenges a popular conception of how machine learning algorithms "think" about certain tasks.

Bio & Medicine Jan 11, 2019

Powerful microscope captures first image of nanoscaffold that promotes cell movement

There are many times when our cells need to move. Mobile cells guide our body's formation (embryonic development). Immune cells roam to capture unwanted intruders. And healing cells (fibroblasts) migrate to mend wounds. But ...

Space Exploration Jan 2, 2019

Digital Earth: the paradigm now shaping our world's data cities

Today's smart cities rely on networks: squillions of semiconductor devices that constantly pulse electromagnetic waves (light and radio frequencies) through telecommunications satellites.

Quantum Âé¶¹ÒùÔºics Jan 2, 2019

Machine learning and quantum mechanics team up to understand water at the atomic level

Why is water densest at around 4 degrees Celsius? Why does ice float? Why does heavy water have a different melting point compared to normal water? Why do snowflakes have a six-fold symmetry? A collaborative study, led by ...

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