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Tag: neural network

Voice ‘Fingerprint’ Propels Speaker Recognition

Aug 24, 2018 |

The accuracy of automatic speech recognition has made significant gains in the last few years thanks to the advent of deep neural networks. But there’s one area that has thwarted researchers: Read more…

Popping Big Data Fallacies On the Edge

Aug 22, 2018 |

Organizations today are drowning in data. There’s no argument about that. But there continues to be vigorous debate on the best way to deal with that data. While some advocate creating big data lakes to store data that will subsequently be used for training machine learning models, there’s a growing chorus of voices calling for a simpler and more real-time approach. Read more…

‘Lifelong’ Neural Net Aims to Slash Training Time

May 9, 2018 |

Among the consequences of big data is a wealth of relevant minutiae that can be used to train machine learning and other models. That often translates into processing-intensive steps required to train models to perform a specific task. Read more…

Inside Intel’s nGraph, a Universal Deep Learning Compiler

Apr 26, 2018 |

The advent of deep learning has spawned new life into the quest to create artificial intelligence. But along the way, we’ve become awash in technological complexity, forcing data scientists to juggle multiple deep learning frameworks and hardware platforms against increased demands for their work. Read more…

SAS Previews Upcoming Enhancements to Viya Platform

Apr 12, 2018 |

Neural network interpretability, integration with open source analytic libraries, and greater mobility within SAS’s product suite are among the capabilities that are coming to the SAS Viya platform later this quarter. Read more…

AI Excels at Detecting Pneumonia in X-Rays

Nov 16, 2017 |

You can add pneumonia detection to the list of things that artificial intelligence is now better at than humans.

A group of researchers at Stanford University’s Machine Learning Group this week published a paper demonstrating how they used a deep learning technique to train a computer to automatically detect instances of pneumonia from X-ray images with a higher degree accuracy than highly trained human radiologists. Read more…

The Robo-Doctor Is [In]

Aug 30, 2017 |

The combination of deep learning algorithms and big data are having transformative impact on a range of industries, including the medical field, where AI-based physicians called Robo-doctors will eventually oversee healthcare treatment and dispense medical advice to citizens around the world. Read more…

Neural Nets Gaining Traction With Banks

Jul 17, 2017 |

Banking, insurance and financial services are driving the vibrant neural network software market along with growing uptake in the health care market, according to a new market forecast.

The estimated 26 percent annual growth rate for neural network software through 2021 is also being spurred by emerging real-time AI applications in diverse market segments such as public safety. Read more…

Getting Hyped for Deep Learning Configs

Jun 5, 2017 |

As deep learning goes mainstream, early practitioners are finding creative new ways to harness huge collections of unstructured data. But they’re also realizing how critical it is to tune one’s model for optimal performance. Read more…

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