Machine learning & AI

Researchers measure reliability, confidence for next-gen AI

A team of Army and industry researchers have developed a metric for neural networks—computing systems modeled loosely after the human brain—that could assess the reliability and confidence of the next generation of artificial ...

Computer Sciences

Researchers sniff out AI breakthroughs in mammal brains

When you smell an orange, the scent is most likely combined with several others: car exhaust, garbage, flowers, soap. Those smells bind simultaneously to the hundreds of receptors in your brain's olfactory bulb, obscuring ...

Computer Sciences

Predicting how well neural networks will scale

For all the progress researchers have made with machine learning in helping us doing things like crunch numbers, drive cars and detect cancer, we rarely think about how energy-intensive it is to maintain the massive data ...

Machine learning & AI

Deep learning can fool listeners by imitating any guitar amplifier

A study from the Aalto Acoustics Lab demonstrates that digital simulations of guitar amplifiers can sound just like the real thing. The implications are that as the software models continue to improve, they can replace traditional ...

Machine learning & AI

Neural network for elderly care could save millions

If healthcare providers could accurately predict how their services would be used, they could save large sums of money by not having to allocate funds unnecessarily. Deep learning artificial intelligence models can be good ...

Machine learning & AI

Differences between deep neural networks and human perception

When your mother calls your name, you know it's her voice—no matter the volume, even over a poor cell phone connection. And when you see her face, you know it's hers—if she is far away, if the lighting is poor, or if ...

Computer Sciences

A new model to retrieve images based on sketches

In recent years, researchers have been developing increasingly advanced computational techniques, such as deep learning algorithms, to complete a variety of tasks. One task that they have been trying to address is known as ...

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