All Articles, Musio🇺🇸

Musio’s initialisation process updated

2016年4月14日

Hi backers and Musio fans! Over the past couple of weeks, we have been perfecting Musio’s initialisation process. Musio has a better user Interface and offers a nicer experience when...

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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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How Deep Is Your Learning? – Forbes

2016年3月29日

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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...