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

Improving AI's ability to identify students who need help

Researchers have designed an artificial intelligence (AI) model that is better able to predict how much students are learning in educational games. The improved model makes use of an AI training concept called multi-task ...

Machine learning & AI

New deep learning model can accurately identify sleep stages

A new deep learning model developed by researchers at the University of Eastern Finland can identify sleep stages as accurately as an experienced physician. This opens up new avenues for the diagnostics and treatment of sleep ...

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

Faster video recognition for the smartphone era

A branch of machine learning called deep learning has helped computers surpass humans at well-defined visual tasks like reading medical scans, but as the technology expands into interpreting videos and real-world events, ...

Robotics

Deep-learning method to design fly-like robots

"Just think about what a fly can do," says Professor Pavan Ramdya, whose lab at EPFL's Brain Mind Institute, with the lab of Professor Pascal Fua in EPFL's Institute for Computer Science, led the study. "A fly can climb across ...

Machine learning & AI

Machine learning predicts behavior of biological circuits

Biomedical engineers at Duke University have devised a machine learning approach to modeling the interactions between complex variables in engineered bacteria that would otherwise be too cumbersome to predict. Their algorithms ...

Machine learning & AI

AI learns complex gene-disease patterns

Artificial intelligence (AI) is being harnessed by researchers to track down genes that cause disease. A KAUST team is taking a creative, combined deep learning approach that uses data from multiple sources to teach algorithms ...

Machine learning & AI

Improving security as artificial intelligence moves to smartphones

Smartphones, security cameras, and speakers are just a few of the devices that will soon be running more artificial intelligence software to speed up image- and speech-processing tasks. A compression technique known as quantization ...

Computer Sciences

Teaching machines to reason about what they see

A child who has never seen a pink elephant can still describe one—unlike a computer. "The computer learns from data," says Jiajun Wu, a Ph.D. student at MIT. "The ability to generalize and recognize something you've never ...

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