This article discusses a complication that can prevent your Perceptron from achieving adequate classification accuracy.
February 06, 2020 by Robert Keim
This article shows you how to add bias values to a multilayer Perceptron implemented in a high-level programming language such as Python.
February 05, 2020 by Robert Keim
In this article, we’ll perform some classification experiments and gather data on the relationship between hidden-layer dimensionality and network performance.
February 04, 2020 by Robert Keim
This article provides guidelines for configuring the hidden portion of a multilayer Perceptron.
January 31, 2020 by Robert Keim
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.
January 30, 2020 by Robert Keim
This article explains why validation is particularly important when we’re processing data using a neural network.
January 28, 2020 by Robert Keim
This article takes you step by step through a Python program that will allow us to train a neural network and perform advanced classification.
January 19, 2020 by Robert Keim
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.
January 09, 2020 by Robert Keim
This article explores the use of LoRa devices for long-range, low power smart metering of utilities, which allows for remote daily operations and the collection of data.
January 07, 2020 by Rémi Demerlé, Semtech
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.
December 26, 2019 by Robert Keim
In this article, we’ll see why we need a new activation function for a neural network that is trained via gradient descent.
December 25, 2019 by Robert Keim
This article discusses learning rate, which plays an important role in neural-network training.
December 19, 2019 by Robert Keim
In this article, learn about INICnet and how it helps to solve the question of how designers can create a safe and effective connectivity method for vehicles.
December 03, 2019 by Carmelo De Mola, Microchip
In this article, we’ll review some important aspects of neural-net training, and then we’ll discuss the concept of overtraining.
November 26, 2019 by Robert Keim
This article presents Python code that allows you to automatically generate weights for a simple neural network.
November 24, 2019 by Robert Keim
This article demonstrates the basic functionality of a Perceptron neural network and explains the purpose of training.
November 17, 2019 by Robert Keim
This article explores the basic theory and structure of a well-known neural network topology.
November 13, 2019 by Robert Keim
Learn how to hook up an analog input (potentiometer) and output (LED) using a Microchip BLE module.
October 21, 2019 by Aaron Hanson
This article shows how to initialize arrays in a C program with values from text files.
September 25, 2019 by Stephen Colley
Learn more about these two classic oscillator network topologies, including their simulations.
September 03, 2019 by John Fattaruso
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