Respect Artificial Intelligence
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...
Did you know? Musio can correct your English!
It was always the intention of creating Musio to be a robot with a high level of English to help kids and adults practice their English language skills. Musio’s English is second...
Musio’s initialisation process updated
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...
Backpropagation through time
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...
Artificial Intelligence helping the blind
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...
A method for measuring sentence similarity and its application to Conversational Agents
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...
Deep Reinforcement Learning
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...
Attention/Memory in Deep Learning
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...
Being creative with Arduino and Musio
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...