Tag: machine learning

This Hospital Computer Knows When Your Days Are Numbered

Sep 25, 2015 |

Chalk “predict death” off the list of “what computers can’t do.” A supercomputer at Beth Israel Deaconess Medical Center in Boston, Mass., can decipher the likelihood of a patient’s imminent demise with uncanny accuracy. Patients at the hospital are linked up to the machine, which leverages all available patient data — doctors visits, lab results, medications and Read more…

Accelerate Drug Discovery with Machine Learning on Big Medical Data

Sep 24, 2015 |

Pharmaceutical companies spend billions testing prospective drugs by conducting “wet lab” experiments that can take years to complete. But what if the same results could be obtained in a matter of minutes by running computer model simulations instead? A Silicon Valley startup says it has created a novel machine learning algorithm that does just that. Read more…

AI’s Forward March: Machine Teaches Itself to Play Chess in 72 Hours

Sep 23, 2015 |

The field of artificial intelligence has had a rocky history with numerous setbacks, but there have been high points too, like when IBM’s Deep Blue beat reigning chess champion, Garry Kasparov, in 1997, or when another IBM machine, Watson, proved its mettle on the popular quiz show Jeopardy, in 2011. Now machine learning, and its Read more…

U of Michigan Project Combines Modeling and Machine Learning

Sep 10, 2015 |

Although we’ve yet to settle on a term for it, the convergence of HPC and a new generation of big data technologies is set to transform science. The compute-plus-data mantra reaches all the way to the White House with President Obama’s National Strategic Computing Initiative calling for useful exascale computing and sophisticated data capabilities that serve the Read more…

Knowm Snaps in Final Piece of Memristor Puzzle

Sep 9, 2015 |

Adaptive computing company Knowm Inc. says it has cleared a major technological hurdle in the pursuit of practical artificial neural network (ANN) chips that has stymied deeper-pocketed competitors, including IBM and HP. As the first to develop memristors capable of bi-directional incremental learning capability, the Santa Fe, NM-based startup can move forward with its ANN chip architecture, the intended substrate Read more…

NVIDIA Wades Farther into Deep Learning Waters

Jul 7, 2015 |

Continuing the machine learning push that set the tone for this year’s GPU Technology Conference, NVIDIA is refreshing its GPU-accelerated deep learning software in tandem with the 2015 International Conference on Machine Learning (ICML), one of the major international conferences focused on the burgeoning domain. The announcement involves updates to CUDA, cuDNN, and DIGITS. Altogether the new features provide significant Read more…

Tech Giants Battle for Image Recognition Supremacy

May 13, 2015 |

The race to exascale isn’t the only rivalry stirring up the advanced computing space. Artificial intelligence sub-fields, like deep learning, are also inspiring heated competition from tech conglomerates around the globe. When it comes to image recognition, computers have already passed the threshold of average human competency, leaving tech titans, like Baidu, Google and Microsoft, vying to Read more…

Machine Learning Guru Sees Future in Multi-GPU Clusters

Apr 30, 2015 |

Machine learning has made enormous strides in the few years, owing in large part to powerful and efficient parallel processing provided by general-purpose GPUs. The latest example of this trend is exemplified by a partnership between New York University’s Center for Data Science and NVIDIA. The mission, says the pair, is to develop next-gen deep learning Read more…

IARPA Seeks Partners in Brain-Inspired AI Initiative

Jan 22, 2015 |

US intelligence officials have set in motion a five-year project to spark progress in machine learning by reverse-engineering the algorithms of the human brain. The Intelligence Advanced Research Projects Agency (IARPA) recently put out a call for innovative solutions with the greatest potential to advance theories of neural computation as part of the Machine Intelligence Read more…

Baidu Supercomputer Tops Google in Image Recogition

Jan 20, 2015 |

In an effort to oust Google from its the top spot in image recognition, Baidu, Inc. has dedicated a supercomputer to what it claims to be the world’s most accurate computer vision system. Using the ImageNet object classification benchmark, the Chinese search engine company claims that their system managed a 5.98 percent error rate, which Read more…