This article discusses the Perceptron configuration that we will use for our experiments with neural-network training and classification, and we’ll also look…
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.
We can greatly enhance the performance of a Perceptron by adding a layer of hidden nodes, but those hidden nodes also…
We can greatly enhance the performance of a Perceptron by adding a layer of hidden nodes, but those hidden nodes also make training a bit more complicated.
In this article, we’ll see why we need a new activation function for a neural network that is trained via gradient descent.
In this article, we’ll see why we need a new activation function for a neural network that is trained via gradient descent.
This article discusses learning rate, which plays an important role in neural-network training.
This article discusses learning rate, which plays an important role in neural-network training.
In this article, we’ll review some important aspects of neural-net training, and then we’ll discuss the concept of…
In this article, we’ll review some important aspects of neural-net training, and then we’ll discuss the concept of overtraining.
This article presents Python code that allows you to automatically generate weights for a simple neural network.
This article presents Python code that allows you to automatically generate weights for a simple neural network.
This article demonstrates the basic functionality of a Perceptron neural network and explains the purpose of training.
This article demonstrates the basic functionality of a Perceptron neural network and explains the purpose of training.
This article explores the basic theory and structure of a well-known neural network topology.
This article explores the basic theory and structure of a well-known neural network topology.
Learn how to hook up an analog input (potentiometer) and output (LED) using a Microchip BLE module.
Learn how to hook up an analog input (potentiometer) and output (LED) using a Microchip BLE module.
This article shows how to initialize arrays in a C program with values from text files.
This article shows how to initialize arrays in a C program with values from text files.
Learn more about these two classic oscillator network topologies, including their simulations.
Learn more about these two classic oscillator network topologies, including their simulations.
Learn about the Sulzer network, an alternative to classic R-C networks that is easier to tune over wide frequency ranges.
Learn about the Sulzer network, an alternative to classic R-C networks that is easier to tune over wide frequency ranges.
Learn how pole splitting arises as the byproduct of Miller frequency compensation.
Learn how pole splitting arises as the byproduct of Miller frequency compensation.
The design of a modern IC is a truly monumental undertaking, and IC design tools make the job possible.
The design of a modern IC is a truly monumental undertaking, and IC design tools make the job possible.
RPi has done some amazing good in the world, especially for aspiring young engineers, but here's the breakdown on why…
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.
Why should engineers care about hardware security? Because they can help prevent vulnerabilities through design!
Why should engineers care about hardware security? Because they can help prevent vulnerabilities through design!
This article addresses troubleshooting a staple of electronic systems that don’t always work as planned: switch-mode,…
This article addresses troubleshooting a staple of electronic systems that don’t always work as planned: switch-mode, low-voltage, DC-DC, single-phase, non-isolated, basic buck converter circuits.
Data center applications require reliable power sources. Learn more about uninterruptible power supplies in data centers.
Data center applications require reliable power sources. Learn more about uninterruptible power supplies in data centers.
Learn about packing and unpacking data with unions in C language.
Learn about packing and unpacking data with unions in C language.
This article will introduce the Advanced Microcontroller Bus Architecture (AMBA), an open standard for SoC designs.
This article will introduce the Advanced Microcontroller Bus Architecture (AMBA), an open standard for SoC designs.
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