Tag: machine learning

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…

GPUs Advance Deep Learning

Sep 18, 2014 |

Over the last decade, GPU-acceleration techniques have infiltrated the high-end of supercomputing, but increased adoption of GPUs is occurring in other compute-driven disciplines too, like deep learning, one of the fastest growing segments of the machine learning field. The trend toward accelerated computing reached a new high at last week’s ImageNet Large Scale Visual Recognition Challenge. The event, Read more…

Yottamine Serves Up Predictive Analytics On-Demand

Feb 18, 2013 |

<img src=”http://media2.hpcwire.com/hpccloud/Yottamine_predictive_analytics_graphic_150x.jpg” alt=”” width=”96″ height=”64″ />Startup Yottamine Analytics is riding the twin waves of cloud and big data. Its cloud-based predictive modeling solution combines the benefits of EC2 spin-up automation and large-scale program parallelism to provide predictive power by the hour for pennies a minute.

Yottamine Serves Up Predictive Analytics On-Demand

Feb 15, 2013 |

<img src=”http://media2.hpcwire.com/hpccloud/Yottamine_predictive_analytics_graphic_150x.jpg” alt=”” width=”95″ height=”63″ />Startup Yottamine Analytics is riding the twin waves of cloud and big data. Its cloud-based predictive modeling solution combines the benefits of EC2 spin-up automation and large-scale program parallelism to provide predictive power by the hour for pennies a minute.