How to Create Machine Superintelligence: A Quick Journey through Classical/Quantum Computing, Artificial Intelligence, Machine Learning, and Neural Networks

by Artem Kovera

Imagine what an astonishing effect could happen if we combined profound human natural creativity with computers’ numerical and logical capabilities. Probably, individuals that will use this technology first will immensely benefit from it.

Many impressive achievements have recently emerged in machine learning and narrow AI. For example, modern deep neural networks can recognize and even generate some types of patterns even better than humans can. Some experts think that deep learning is a direct road to artificial general intelligence, but others think differently and propose alternative ideas such as spiking neural networks , evolutionary computations , probabilistic programming , or quantum computing .

This e-book will cover many approaches to machine learning and the main classes of artificial neural networks and how these computational approaches can potentially lead to the creation of artificial general intelligence.

Also, you will find a quick explanation of two main methodologies for classical and quantum computing, and how the principles of operation of those can be applied to building artificial intelligence.

100 pages, Kindle Edition

Published March 13, 2017

Reviews

[Gustavo Martinez · Rating 4 out of 5]

Interestimg glimpse into the field

It was an interesting glimpse into a field we should all be learning about, it definitely invites for further reading into several of the topics covered.