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Newly Encrypted Server Empowers Engineers to Debug Embedded Systems from Home

Newly Encrypted Server Empowers Engineers to Debug Embedded Systems from Home

Who says you have to quit debugging now that you're sequestered?


News Mar 24, 2020 by Gary Elinoff
Incorporating Bias Nodes Into Your Neural Network

Incorporating Bias Nodes Into Your Neural Network

This article shows you how to add bias values to a multilayer Perceptron implemented in a high-level programming language such as Python.


How to Increase the Accuracy of a Hidden Layer Neural Network

How to Increase the Accuracy of a Hidden Layer Neural Network

In this article, we’ll perform some classification experiments and gather data on the relationship between hidden-layer dimensionality and network performance.


How Many Hidden Layers and Hidden Nodes Does a Neural Network Need?

How Many Hidden Layers and Hidden Nodes Does a Neural Network Need?

This article provides guidelines for configuring the hidden portion of a multilayer Perceptron.


Training Datasets for Neural Networks: How to Train and Validate a Python Neural Network

Training Datasets for Neural Networks: How to Train and Validate a Python Neural Network

In this article, we’ll use Excel-generated samples to train a multilayer Perceptron, and then we’ll see how the network performs with validation samples.


Signal Processing Using Neural Networks: Validation in Neural Network Design

Signal Processing Using Neural Networks: Validation in Neural Network Design

This article explains why validation is particularly important when we’re processing data using a neural network.


How to Create a Multilayer Perceptron Neural Network in Python

How to Create a Multilayer Perceptron Neural Network in Python

This article takes you step by step through a Python program that will allow us to train a neural network and perform advanced classification.


Neural Network Architecture for a Python Implementation

Neural Network Architecture for a Python Implementation

This article discusses the Perceptron configuration that we will use for our experiments with neural-network training and classification, and we’ll also look at the related topic of bias nodes.


Dialog Semiconductor Licenses Flex Logix’s Embedded FPGA Technology for High-volume ICs

Dialog Semiconductor Licenses Flex Logix’s Embedded FPGA Technology for High-volume ICs

Flex Logix’s eFPGA is a low-power FPGA that can be integrated into SoCs, microcontrollers, and ICs.


News Dec 18, 2019 by Cabe Atwell
How to Train a Basic Perceptron Neural Network

How to Train a Basic Perceptron Neural Network

This article presents Python code that allows you to automatically generate weights for a simple neural network.


How to Use a Simple Perceptron Neural Network Example to Classify Data

How to Use a Simple Perceptron Neural Network Example to Classify Data

This article demonstrates the basic functionality of a Perceptron neural network and explains the purpose of training.


How to Perform Classification Using a Neural Network: What Is the Perceptron?

How to Perform Classification Using a Neural Network: What Is the Perceptron?

This article explores the basic theory and structure of a well-known neural network topology.


Embedded Firmware Tips: How to Initialize Arrays in C with Signal Waveforms and Other File Data

Embedded Firmware Tips: How to Initialize Arrays in C with Signal Waveforms and Other File Data

This article shows how to initialize arrays in a C program with values from text files.


What Does It Mean for an SoC to Be Secure? A Closer Look at the Wireless Gecko Series 2

What Does It Mean for an SoC to Be Secure? A Closer Look at the Wireless Gecko Series 2

What makes a secure SoC actually... secure? Check out this overview of hardware-based security features in a real-world example IC.


News Jul 24, 2019 by Mark Hughes
Why Raspberry Pi Isn’t a Good Choice for Commercial Products

Why Raspberry Pi Isn’t a Good Choice for Commercial Products

RPi has done some amazing good in the world, especially for aspiring young engineers, but here's the breakdown on why it's probably not what you need for a professional project.


AI Hardware Roundup: Neuromorphic Chips and Neural Network SoCs

AI Hardware Roundup: Neuromorphic Chips and Neural Network SoCs

AI algorithms take a lot of resources to function. What hardware can handle running them on the edge?


News Jul 18, 2019 by Robin Mitchell
Hardware Security Vulnerabilities that Engineers Should Know

Hardware Security Vulnerabilities that Engineers Should Know

Why should engineers care about hardware security? Because they can help prevent vulnerabilities through design!


Amphenol’s Jason Ellison on Signal Integrity Careers and His Free, Open Source PCB Design Software

Amphenol’s Jason Ellison on Signal Integrity Careers and His Free, Open Source PCB Design Software

Ellison speaks on the importance of networking, giving to the EE community, and helping younger engineers.


News Jun 19, 2019 by Mark Hughes
Union in C Language for Packing and Unpacking Data

Union in C Language for Packing and Unpacking Data

Learn about packing and unpacking data with unions in C language.


Learn the Embedded C Programming Language: Understanding the Union Data Object

Learn the Embedded C Programming Language: Understanding the Union Data Object

Learn about data objects called unions in embedded C language.