Musio Version 1.1.7
At last, we have the long-awaited version 1.1.7 update ready for download! Ver 1.1.7 Update Manual Please read through the instructions below and follow the steps in order, while charging...
Musio @Japan | Monthly Updates – April
This April has been one of the most memorable months of 2017 so far! We’ve got major announcements to share with you, as well as a number of updates on...
Autoencoder
Goal Autoencoder have long been proposed to tackle the problem of unsupervised learning. In this week’s summary we have a look at their capabilities of providing a features that can...
Beam Search
Beam search Goal In this short summary we will have a look at the beam search algorithm, which is applied in NLP for optimizing the generation of sequences of words...
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...
Sequence-to-Sequence
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...
DIALOGUE AND CONVERSATIONAL AGENTS
Summary of Jurafsky-Martin (Chapter 19) This paper discusses the elementary structures of spoken dialogue systems (also known as spoken language systems or conversational agents). These systems are typically programs that...
