Tag: neural networks

Voice: The New Interface for Analytics

Jan 16, 2018 |

We’ve grown accustomed to interacting with computers through a visual interface. But thanks to big gains in the accuracy of speech recognition, that’s changing, and among the applications being targeted for voice-enablement are business intelligence and analytics. Read more…

Why Deep Learning May Not Be So ‘Deep’ After All

Dec 12, 2017 |

Deep learning has given us tremendous new powers to spot patterns hidden in great globs of data. For some challenges, neural networks can even outperform top human experts. However, despite all the progress the new approach represents and the hope that it will lead us to actual artificial intelligence, there are big limits on the practical application of deep learning. Read more…

Faking It: Dealing with Counterfeits in the Age of AI

Nov 13, 2017 |

The news isn’t the only thing being faked these days. Thanks to cutting edge machine learning techniques, it’s easier than ever for people to generate counterfeit videos, audio recordings, and signatures. Read more…

How to Make Deep Learning Easy

Nov 9, 2017 |

Deep learning has emerged as a cutting-edge tool for training computers to automatically perform activities like identifying stop signs, detecting a person’s emotional state, and spotting fraud. However, the level of technological complexity inherent in deep learning is quite daunting. Read more…

Dealing with Deep Learning’s Big Black Box Problem

Oct 27, 2017 |

Deep learning currently carries the torch for artificial intelligence, providing us with a glimpse of how powerfully intelligent machines may do our bidding in the future. But there’s a big problem with deep learning: Read more…

Deep Learning Reveals New Insights About People

Sep 21, 2017 |

Can a computer detect an author’s personality type, based only on a sample of his or her writing? Four researchers from Singapore and Mexico City sought to answer that question. Read more…

Why Cracking the ‘Brain Code’ Is Our Best Chance for True AI

Aug 10, 2017 |

Artificial intelligence is all the rage today, and it’s definitely real, we tell ourselves. Without AI, how do you explain recent breakthroughs like cars that drive themselves and software that diagnoses cancer? Read more…

Intel Unveils USB Toolkit for AI Prototyping

Jul 20, 2017 |

Intel has begun rolling out AI hardware previewed last fall with the release of its Movidius Neural Compute Stick, billed as a self-contained AI accelerator in a USB format that requires no network connection. Read more…

Google Mimics Human Brain with Unified Deep Learning Model

Jul 6, 2017 |

Despite the progress we’ve made in deep learning, the approach remains out of reach for many, largely due to the high costs associated with tuning models for specific AI tasks. Read more…

Pushing the Scale of Deep Learning at ISC

Jun 19, 2017 |

Deep learning is the latest and most compelling technology strategy to take aim at the decades-old “drowning in data/starving for insight” problem. But contrary to the commonly held notion, deep learning is more than a big data problem per se. Read more…