A new paper in the Proceedings of the National Academy of Sciences (PNAS) reports how a cutting-edge artificial intelligence technique called deep learning can automatically identify, count and describe animals in their natural ...
Computer Sciences
Jun 5, 2018
0
167
Deep learning, which uses multi-layered artificial neural networks, is a form of machine learning that has demonstrated significant advances in many fields, including natural language processing, image/video labeling and ...
Optics & Photonics
May 31, 2018
0
240
High content screening of cellular phenotypes is a fundamental tool supporting early drug discovery. The term "high content" signifies the rich set of thousands of predefined features (such as size, shape, texture) that are ...
Computer Sciences
May 24, 2018
0
43
A graph structure is extremely useful for predicting properties of its constituents. The most successful way of performing this prediction is to map each entity to a vector through the use of deep neural networks. One may ...
Computer Sciences
Apr 30, 2018
0
24
Using novel machine learning techniques, a research team from the Department of Energy's Oak Ridge National Laboratory is teaching electronic devices how to speak for themselves.
Engineering
Apr 24, 2018
0
13
Bioinformatics professors Anthony Gitter and Casey Greene set out in summer 2016 to write a paper about biomedical applications for deep learning, a hot new artificial intelligence field striving to mimic the neural networks ...
Computer Sciences
Apr 4, 2018
0
266
Computers may better predict taxi and ride sharing service demand, paving the way toward smarter, safer and more sustainable cities, according to an international team of researchers.
Business
Mar 1, 2018
0
22
A team of researchers from the Department of Energy's Oak Ridge National Laboratory has married artificial intelligence and high-performance computing to achieve a peak speed of 20 petaflops in the generation and training ...
Computer Sciences
Jan 10, 2018
0
29
Deep neural networks—a form of artificial intelligence—have demonstrated mastery of tasks once thought uniquely human. Their triumphs have ranged from identifying animals in images, to recognizing human speech, to winning ...
Computer Sciences
Nov 29, 2017
0
74
A form of machine learning called deep learning is one of the key technologies behind recent advances in applications like real-time speech recognition and automated image and video labeling.
Optics & Photonics
Nov 20, 2017
0
24
