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Graphics Processing Units for Neural Networks

2016年4月26日

General Purpose Computing on GPUs – Graphics Processing Units for Neural Networks Goal Neural networks are powered by graphic processing units (GPUs) and computing architectures are quickly growing employing several...

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Respect Artificial Intelligence

2016年4月22日

Innovation always brought with it unexpected opinions and reactions within the population. In life we grew accustomed to it and work as we know it until something simple brings a...

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Backpropagation through time

2016年4月10日

Goal Today’s summary will a give insight into the machinery behind optimization, namely the backpropagation algorithm, in any kind of neural network, whether it is a standard feed forward, convolutional...

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Artificial Intelligence helping the blind

2016年4月8日

Facebook is utilising Artificial Intelligence to automatically caption photos to increase the accessibility of it’s website and applications. The feature is called “Automatic alternative text”, it uses image recognition and...

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A method for measuring sentence similarity and its application to Conversational Agents

2016年4月6日

In this paper, semantic information and word order are used in order to determine sentence similarity.  In order to do that, the authors introduce their proposed algorithm which takes into...

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Deep Reinforcement Learning

2016年4月2日

Goal In this week’s summary we introduce the basic concepts behind reinforcement learning and some ways it is applied in very controlled environments. Motivation Reinforcement learning methods recently experienced a...

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Attention/Memory in Deep Learning

2016年3月25日

Goal Attention mechanisms in neural networks are a quite new phenomena and we are going to provide some background on them here. Motivation Generally speaking attention mechanisms allow the network...

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Theano: Theano Python Language Library

2016年3月24日

Goal In this ongoing summary we give a first introduction to the theano library, its basic functionality and usage in th field neural networks. Motivation The need for such a...

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We need Artificial Intelligence more than we think!

2016年3月24日

Artificial Intelligence has been with us for years since the days of Turing, one of the pioneers of computer science. His research has set the path of the field of...

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Airlines tapping into IoT

2016年3月17日

Air travel has been evolving as time goes by, improving the ways we travel, security and now in the next three years, passenger experience will change a lot thanks to...