Airlines tapping into IoT
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...
Word Embedding
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...
Memory Neural Networks :MemNN
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...
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...
Answering Tasks for AI
Goal The aim of this short summary is to provide an overview of the tasks an AI system is, should be and will be capable to execute in the near...
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...
Deep Learning and Musio
Deep learning is a branch of Machine learning and is being actively explored in the recent years. Thanks to deep learning algorithms, it enables Musio to learn like us humans and let...
popular technologies in deep learning
For more info :Â NN for Language Presenter : Juno This seminar introduces several popular technologies in deep learning or neural network for natural language processing such as distributed representation of...
Deep Learning
For more info :Â DEEP LEARNING.compressed Reference :Â (https://www.coursera.org/course/neuralnets) Presenter : Juno This seminar introduces Deep learning, which has been a buzz word in machine learning area for recent years. Since...
Brief Introduction to H/W Design
For more info :Â Brief Introduction to H_W Design_FORAMY Presenter : Neil I first introduced the most essential circuit elements for developing the hardware device and then explained how this element...