Latest Machine Learning Articles and Videos

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

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

Following the success of the inaugural tinyML Summit 2019, the show is returning this year for its second run on February…

Following the success of the inaugural tinyML Summit 2019, the show is returning this year for its second run on February 12-13 in San Jose, California.

The embedded world Conference is the world’s leading meeting place for the embedded community, and it is returning…

The embedded world Conference is the world’s leading meeting place for the embedded community, and it is returning again for its 18th year.

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

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

In this article, we’ll use Excel-generated samples to train a multilayer Perceptron, and then we’ll see how the…

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.

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

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

With the adoption of artificial intelligence and machine learning in a wide variety of applications, reliability…

With the adoption of artificial intelligence and machine learning in a wide variety of applications, reliability verification of AI/ML processors is critical since failures can have major consequences for the validity and legitimacy of AI/ML technology.

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

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

Renesas’ ISL91301B PMIC is featured in Google’s Coral devices, including the Mini PCIe Accelerator, M.2 Accelerator, and SoM.

Renesas’ ISL91301B PMIC is featured in Google’s Coral devices, including the Mini PCIe Accelerator, M.2 Accelerator, and SoM.

This article reviews how AI is making its way into education, which in turn may direct the future of Industry 4.0.

This article reviews how AI is making its way into education, which in turn may direct the future of Industry 4.0.

This article discusses the Perceptron configuration that we will use for our experiments with neural-network training and…

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.

CES isn't just for consumer gadgets. Here are some trends at the show that may affect your designs.

CES isn't just for consumer gadgets. Here are some trends at the show that may affect your designs.

This article presents the equations that we use when performing weight-update computations, and we’ll also discuss the…

This article presents the equations that we use when performing weight-update computations, and we’ll also discuss the concept of backpropagation.

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 explains why high-performance neural networks need an extra “hidden” layer of computational nodes.

This article explains why high-performance neural networks need an extra “hidden” layer of computational nodes.

In a bid to galvanize its own AI future, Intel has acquired advanced AI training and inference silicon technology.

In a bid to galvanize its own AI future, Intel has acquired advanced AI training and inference silicon technology.

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.

This article presents an algorithm intended for humans to calibrate the internal oscillator of an MCU, with the help of…

This article presents an algorithm intended for humans to calibrate the internal oscillator of an MCU, with the help of an oscilloscope and a spreadsheet. An example experiment with numbers is also shown.