Category: Artificial Intelligence

May 19 2016

Google Built Their Own Chip for Machine Learning

Google's Tensor Processing Unit board

In a post on their Google Cloud Platform Blog yesterday, the Alphabet company announced that they have built their own integrated circuit (IC) designed from the ground up with only one application in mind: machine learning. Developed in secret, the Tensor Processing Unit board, or TPU for short, has already been deployed internally at Google for …

Continue reading

May 18 2016

Neural Networks: Architecture & Learning

Hopfield network

This is the second article in the series about artificial neural networks. If you have not already done so, I recommend you read the first article, “Neural Networks: The Node“, before proceeding. It covers material that should be understood before attempting to tackle the topics presented here and in future articles in this series. There …

Continue reading

May 16 2016

Law Firm Hires ROSS, the World’s First Lawyer Bot

Watson

Recently many “experts” have been predicting that the first salvo fired in the robot revolution will be when they begin stealing jobs from humans. The Telegraph even reported back in February that within 30 years robots will have taken over most jobs leading to unemployment rates of over 50%. Last week, the bots fired the …

Continue reading

May 13 2016

Google Open Sources SyntaxNet Natural Language Understanding Code

Google Research Logo

Google announced yesterday that they are open-sourcing SyntaxNet, their natural language understanding (NLU) neural network framework. As an added bonus, and proof that unlike Britain’s Natural Environment Research Council, Google has a sense of humor, they also are throwing in Parsey McParseface, their pre-trained model for analyzing English text. Users are, of course, able to train their …

Continue reading

May 08 2016

Neural Networks: The Node

Artificial neural network sigmoid transfer function diagram

As I covered previously in “Introduction to Neural Networks,” artificial neural networks (ANN) are simplified representations of biological neural networks in which the basic computational unit known as an artificial neuron, or node, represents its biological counterpart, the neuron. In order to understand how neural networks can be taught to identify and classify, it is first …

Continue reading

May 05 2016

Google’s AI is a Sexually Frustrated Housewife

Terminator Fabio

The prophets of doom and gloom have long predicted that when robots gain sentience their first act will be to rise up and kill us all. The mercilessness of their violence against humanity is the stuff of blockbuster movies. Recent news about Google’s preferred method of AI rearing may mean that Judgement Day is not fait accompli after all. Instead …

Continue reading

Mar 10 2016

Introduction to Neural Networks

neuron diagram

Modeled after observed biology and behavior within the brain, neural networks are arguably the most popular of the biologically inspired AI methods. Neural networks excel at pattern recognition and classification tasks including facial, speech, and handwriting recognition. They also often play a central role in video game character AI.

Continue reading

Jan 25 2016

Marvin Minsky, Artificial Intelligence Trailblazer, Dead at 88

Dr. Marvin Minksy

Dr. Marvin Minksy, artificial Intelligence pioneer and inspiration for both the personal computer and Internet, passed away on January 24th, 2016. He was 88 years old. The cause of death is reported to have been a cerebral hemorrhage.

Continue reading

Jan 02 2016

Artificial Intelligence: A Modern Approach

Title: Artificial Intelligence: A Modern Approach Author: Stuart Jonathan Russell, Peter Norvig, Genre: Computers Publisher: Prentice Hall Release Date: 2010 Pages: 1132 Artificial intelligence: A Modern Approach, 3e,is ideal for one or two-semester, undergraduate or graduate-level courses in Artificial Intelligence. It is also a valuable resource for computer professionals, linguists, and cognitive scientists interested in …

Continue reading

Jun 20 2015

Shouldn’t Robot Pets Live Forever?

Sony Aibo ERS-7

Announced as a prototype in 1998 and made available to the general public in May of 1999, Sony’s AIBO line of “entertainment robots” were called “the most sophisticated product ever offered in the consumer robot marketplace,” at their induction into the Robot Hall of Fame in 2006. While many people associate the AIBO name with …

Continue reading