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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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Being creative with Arduino and Musio

2016年3月25日

First of all, Do you know what Arduino is? Arduino is an awesome open-source platform for building projects involving electronics. It consists of a physical circuit board, referred to a...

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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...

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Word Embedding

2016年3月11日

Thoughts about character-based word embedding and vocabularies in NLP :character:word:embedding:vocabulary: Goal In this summary we compare the two standard methods of single character embedding and full word embedding. Motivation In...

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Memory Neural Networks :MemNN

2016年3月9日

Goal This summary tries to provide an rough explanation of memory neural networks. In particular, the we focus on the existing architectures with external memory components. Motivation A lot of...

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Sequence-to-Sequence

2016年3月4日

In this summary I like to provide a rough overview of Sequence-To-Sequence neural network architectures and what purposes these serve. Motivation A key observation when dealing with neural networks is...