Machine learning algorithms establish rules and processes that are used while processing a specific problem. These algorithms analyze data to predict the probable results of certain behaviors. As new data is received, these algorithms learn, optimizing and improving their responses using feedback from previous performances. Combinations of machine learning algorithms can produce artificial intelligence (AI). Machine […]
A Brief History of Neural Networks
In the last few decades, neural networks have evolved from an academic curiosity into a vast “deep learning” industry. Deep learning uses neural networks, a data structure design loosely inspired by the layout of biological neurons. These neural networks are constructed in layers, and the inputs from one layer are connected to the outputs of […]
Artificial Neural Networks: An Overview
Neural networks and deep learning currently provide some of the most reliable image recognition, speech recognition, and natural language processing solutions available. However, it wasn’t always that way. One of the earliest and simplest teaching philosophies for artificial intelligence was marginally successful. It suggested that loading the maximum amount of information into a powerful computer […]
A Framework for Companies Seeking to Invest in Artificial Intelligence
Click to learn more about author Asha Saxena. You can’t seem to get away from seeing tech headlines about how many companies want to adopt or use AI for their Business Intelligence applications and technologies. From a Forbes article titled ‘“Preparing Your Business For The Artificial Intelligence Revolution” to a Martech advisor one called “How to […]
Synopsys Embedded Vision Processor IP Quadruples Neural Network Performance
by Angela Guess According to a recent press release, “Synopsys, Inc. today announced that it has enhanced the convolutional neural network (CNN) engine in its DesignWare® EV6x Vision Processors to address the increasing video resolution and frame rate requirements of high-performance embedded vision applications. The CNN engine delivers up to 4.5 TeraMACs per second when […]