Tags: Deep Learning

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Tanmay Bakshi
In his keynote at Open Source Summit in Los Angeles, 13-year-old Tanmay Bakshi will talk about how he’s using cognitive and cloud computing to change the world through open source initiatives.

Changing the World with the Power of Cognitive Computing

In his keynote at Open Source Summit in Los Angeles, Tanmay Bakshi will talk about how he’s using cognitive and cloud computing to change the world through open source initiatives, including “The Cognitive Story,” which is aimed at augmenting and amplifying human capabilities. Through this project...
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DeepSpade
Tanmay Bakshi discusses DeepSPADE, which can be used to differentiate between spam and non-spam posts on public community forums.

DeepSPADE (alias DeepSmokey): A Machine-Learning System That Collects Spam from the Internet

This blog is about a deep learning system I’ve created, called DeepSPADE (alias DeepSmokey) and how it’s being used to build better Internet communities. To begin, what is DeepSPADE, and what does it do? DeepSPADE stands for Deep Spam Detection, and the basic point is for machine learning to do a...
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The Biggest Shift in Supercomputing Since GPU Acceleration

If you followed what was underway at the International Supercomputing Conference (ISC) this week, you will already know this shift is deep learning. Just two years ago, we were fitting this into the broader HPC picture from separate hardware and algorithmic points of view. Today, we are convinced...
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Explained: Neural Networks

In the past 10 years, the best-performing artificial-intelligence systems — such as the speech recognizers on smartphones or Google’s latest automatic translator — have resulted from a technique called “deep learning.” Deep learning is in fact a new name for an approach to artificial intelligence...
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Amazon’s Deep Learning Engine Is Now an Apache Project

Amazon Web Services has seemingly found open source religion over the past several months, including in the field of artificial intelligence. On Monday, the cloud computing arm of Amazon announced that MXNet, its framework of choice for building deep learning systems, has been accepted into the...
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Fast Rewind: 2016 Was a Wild Ride for HPC

Some years quietly sneak by – 2016 not so much. It’s safe to say there are always forces reshaping the HPC landscape but this year’s bunch seemed like a noisy lot.  Among the noisemakers: TaihuLight, DGX-1/Pascal, Dell EMC & HPE-SGI et al., KNL to market, OPA-IB chest thumping, Fujitsu-ARM, new...
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Video: HPC Opportunities in Deep Learning

"This talk will provide empirical evidence from our Deep Speech work that application level performance (e.g. recognition accuracy) scales with data and compute, transforming some hard AI problems into problems of computational scale. It will describe the performance characteristics of Baidu's deep...
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Why Deep Learning Is Suddenly Changing Your Life

Neural nets aren’t new. The concept dates back to the 1950s, and many of the key algorithmic breakthroughs occurred in the 1980s and 1990s. What’s changed is that today computer scientists have finally harnessed both the vast computational power and the enormous storehouses of data—images, video,...
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Baidu Open-Sources Python-Driven Machine Learning Framework

Many of the latest machine learning and data science tools purport to be easy to work with compared to previous generations of such frameworks and libraries. Chinese search engine giant Baidu now has an open source project in the same vein: a machine learning system it claims is easier to train and...
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The Core Technologies for Deep Learning

This is the second article in a series taken from the inside HPC Guide to The Industrialization of Deep Learning. Given the compute and data intensive nature of deep learning which has significant overlaps with the needs of the high performance computing market, the TOP500 list provides a good...
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