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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.


One Month Into 2020, What’s New With 5G?

One Month Into 2020, What’s New With 5G?

Just a few weeks into the new year, many companies are progressing 5G to make 2020 the "year of 5G."


News Jan 21, 2020 by Gary Elinoff
Processing, Protocols, and Protection: A Closer Look at IoT and IIoT

Processing, Protocols, and Protection: A Closer Look at IoT and IIoT

While IoT and IIoT are based on similar hardware, their specific applications warrant different data processing, protocols, and security considerations. 


News Jan 20, 2020 by Lisa Boneta.
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.


Socionext Side Steps the Pitfalls of Cloud Computing with New Edge Computing Devices

Socionext Side Steps the Pitfalls of Cloud Computing with New Edge Computing Devices

BOXiedge is a 24-core mini-server driven by an SoC clocked at 1GHz. What about this solution speaks to the trend toward edge computing?


News Jan 16, 2020 by Robin Mitchell
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.


Implementing LoRa-based Solutions for Smart Metering

Implementing LoRa-based Solutions for Smart Metering

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.


NXP Makes Way for Software-upgradable Cars with New Vehicle Network Processor

NXP Makes Way for Software-upgradable Cars with New Vehicle Network Processor

NXP designed S32G, a vehicle network processor, to reduce software complexity and enhance data security.


News Jan 07, 2020 by Gary Elinoff
How to Train a Multilayer Perceptron Neural Network

How to Train a Multilayer Perceptron Neural Network

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.


Amazon, Google, Apple, and the Zigbee Alliance Create Open Standard for Smart Home Devices

Amazon, Google, Apple, and the Zigbee Alliance Create Open Standard for Smart Home Devices

With an emphasis on security, the working group is creating a royalty-free connectivity standard among smart home products.


News Dec 23, 2019 by Gary Elinoff
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
Utilizing INICnet for Automotive Networking and Connectivity

Utilizing INICnet for Automotive Networking and Connectivity

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.


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.


Renesas Releases ASi-5-Implemented Silicon Transceiver for Industrial Network Equipment

Renesas Releases ASi-5-Implemented Silicon Transceiver for Industrial Network Equipment

Renesas claims that the new ASI4U-V5 ASSP transceiver is the industry's first solution to implement the ASi-5 standard.


News Nov 22, 2019 by Cabe Atwell
Skyworks’ PA Geared to Support 5G Signals With Wide Instantaneous Bandwidth

Skyworks’ PA Geared to Support 5G Signals With Wide Instantaneous Bandwidth

The SKY66318-11 features a wide instantaneous bandwidth for 100MHz systems, which is said to enable higher data rates for 4G LTE and 5G signals.


News Nov 21, 2019 by Lisa Boneta.
Wind River Systems’ Open-source Cloud Platform Designed to Support 5G vRAN at the Edge

Wind River Systems’ Open-source Cloud Platform Designed to Support 5G vRAN at the Edge

The platform supports 5G applications at the edge through a Single Pane of Glass—the automated management of thousands of nodes.


News Nov 19, 2019 by Robin Mitchell
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.


STMicroelectronics Designs Wireless Support for ST8500 Chipset in Smart Meters

STMicroelectronics Designs Wireless Support for ST8500 Chipset in Smart Meters

The ST8500 PLC chipset allows smart meters to communicate wirelessly through existing power cables or RF waves.


News Nov 14, 2019 by Cabe Atwell
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.