Vignesh

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Deep Learning and its Applications - Computer Vision

Deep Learning and its Applications - Computer Vision Zipfian Academy Meetup<p>Deep-learning is useful in detecting anomalies like fraud, spam and money laundering; identifying similarities to augment search and text analytics; predicting customer lifetime value and churn; recognizing faces and …

Deep Learning

Applications are driving investment in deep learning startups

Deep learning, the popular approach to machine learning currently driving new capabilities in fields such as computer vision, is beginning to attract …

#9: Creating sentient machines with ‘deep learning’ AI technology

Building machines that process information the same way a brain does has been a dream for over 50 years. Artificial intelligence, fuzzy logic, and …

Artificial Intelligence

“Smart” Software Can Be Tricked into Seeing What Isn’t There - MIT Technology Review

A technique called deep learning has enabled Google and other companies to make breakthroughs in getting computers to understand the content of …

Deep Learning

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With the title <i>One Hundred Year Study on Artificial Intelligence (AI100)</i>, it is the brainchild of computer scientist and Stanford alumnus Eric …

AI For Everyone: Startups Democratize Deep Learning So Google And Facebook Don't Own It All

When I arrived at a Stanford University auditorium Tuesday night for what I thought would be a pretty nerdy panel on deep learning, a fast-growing branch of artificial intelligence, I figured I must be in the wrong place–maybe a different event for all the new Stanford students and their parents …

Google buys two Oxford University AI spin-offs to bolster its DeepMind team

The Google-owned artificial intelligence outfit DeepMind has revealed a partnership with Oxford University that involves a “substantial donation” to …

The Gigaom guide to deep learning: Who’s doing it, and why it matters

The field of deep learning is picking up steam to the point that it’s now inspiring a growing list of startups in areas such as natural language …

Scientists exploring computers that can learn and adapt

For six or seven decades, computers have been based on processing electronic 1s and 0s.<p>Now, computer scientists are breaking out of that paradigm in strange new directions, as they seek new ways to tackle problems that digital computers can’t easily solve.<p>One approach is quantum computing, in which …

Facebook is working on 'deep learning' neural networks to learn even more about your personal life - ExtremeTech

Facebook is working on ‘deep learning’ neural networks to learn even more about your personal life<p>By on September 23, 2013 at 5:43 pm<p>This site may …

Google's Deep Learning project and the search for a brain-like computer

Stanford Professor Andrew Ng is bringing back the idea of an artificial intelligence that can think like a person. With Google's Deep Learning project, he's creating machines that take a multi-layered approach to information, building up knowledge and figuring out concepts by passing data between …

Yahoo Acquires Startup LookFlow To Work On Flickr And ‘Deep Learning’ « Deep Learning

LookFlow, a startup that describes itself as “an entirely new way to explore images you love,” just announced that it has been acquired by Yahoo and …

Deep Learning Successes Obtained by IDSIA « Deep Learning

IDSIA is one of the largest and oldest lab that focuses on deep learning. Their machine learning team is being led by Jürgen Schmidhuber. In the last …

What is deep learning and why should we care about it? « Deep Learning

Another article about deep learning has been published, this time at Forbes. The article is discussing why business should care about deep learning:

Google creates PhD fellowship in deep learning « Deep Learning

Google has officially announced its PhD fellowships for this year: <br>Google Phd Fellowships from Google Research Page <br>The names, titles and affiliation …

What we read about deep learning is just the tip of the iceberg

The artificial intelligence technique known as deep learning is white hot right now, as we have noted numerous times before. It’s powering many of …

What does the future hold for deep learning?

When I chat to people about deep learning, they often ask me what I think its future is. Is it a fad, or something more enduring? What new …

Deep Learning in a Nutshell

Deep learning. Neural networks. Backpropagation. Over the past year or two, I've heard these buzz words being tossed around a lot, and it's something …

Researchers are using deep learning to predict how we pose. It’s more important than it sounds

A team of New York University researchers that includes Facebook AI Lab Director Yann LeCun recently published a paper explaining how they built a …

Text Classification for Sentiment Analysis – NLTK + Scikit-Learn

Now that NLTK versions <i>2.0.1</i> & higher include the SklearnClassifier (contributed by Lars Buitinck), it’s much easier to make use of the excellent …

Google Hires Brains that Helped Supercharge Machine Learning

Google has hired the man who showed how to make computers learn much like the human brain.<p>His name is Geoffrey Hinton, and on Tuesday, Google said …

How computers can learn better

Reinforcement learning is a technique, common in computer science, in which a computer system learns how best to solve some problem through …

Facebook's 'Deep Learning' Guru Reveals the Future of AI

New York University professor Yann LeCun has spent the last 30 years exploring artificial intelligence, designing "deep learning" computing systems …

Scientists Are Building Computers That Can Learn And Adapt

Now, computer scientists are breaking out of that paradigm in strange new directions, as they seek new ways to tackle problems that digital computers can't easily solve.<p>One approach is quantum computing, in which the computer takes advantage of the ambiguous, "quantum" states of matter.<p>After years …

ConvNetJS: Deep Learning in your browser

Deep Learning in your browser<p>ConvNetJS is a Javascript library for training Deep Learning models (Neural Networks) entirely in your browser. Open a …

How to build and run your first deep learning network

When I first became interested in using deep learning for computer vision I found it hard to get started. There were only a couple of open source …

A Deep Learning Tutorial: From Perceptrons to Deep Networks

In recent years, there’s been a resurgence in the field of Artificial Intelligence. It’s spread beyond the academic world with major players like …

MLlib: RDD-based API

Data privacy, machine learning and the destruction of mysterious humanity

Recently, I wrote an article about Disney’s new RFID location- and transaction-tracking technology, the MagicBand. Perhaps more magical for Walt than …