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Understanding Learning Rate in Neural Networks

Understanding Learning Rate in Neural Networks

This article discusses learning rate, which plays an important role in neural-network training.


How to Calibrate a Microcontroller Internal Oscillator: A DIY Trimming Procedure Algorithm

How to Calibrate a Microcontroller Internal Oscillator: A DIY Trimming Procedure Algorithm

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.


OKdo Brings AI to Makers and Embedded Designers Alike With New Developer Kit

OKdo Brings AI to Makers and Embedded Designers Alike With New Developer Kit

The new kit offers out-of-the-box support for full desktop Linux and is compatible with many peripherals that support 4K, including Ethernet, USB, and HDMI.


News Dec 06, 2019 by Lisa Boneta.
An Introduction to Training Theory for Neural Networks

An Introduction to Training Theory for Neural Networks

In this article, we’ll explore Perceptron training from a more theoretical perspective, focusing on the “error bowl.”


AI Hardware Built from a Software-first Perspective: Groq’s Flexible Silicon Architecture

AI Hardware Built from a Software-first Perspective: Groq’s Flexible Silicon Architecture

Groq, a semiconductor startup with software roots, has developed a new processing unit with a unique architecture that offers inference solutions for AI acceleration.


News Dec 03, 2019 by Majeed Ahmad
BeagleBoard BeagleBone AI | Featured Product Spotlight

BeagleBoard BeagleBone AI | Featured Product Spotlight

This Featured Product Spotlight is part of a video series exploring the specifications, applications, and market context of new products.


Understanding Simple Neural Network Training

Understanding Simple Neural Network Training

In this article, we’ll review some important aspects of neural-net training, and then we’ll discuss the concept of overtraining.


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 Automated CDC Protocol Verification Accelerates Testing Processes

How Automated CDC Protocol Verification Accelerates Testing Processes

This article describes a methodology that automates set up, constraints, and results analysis as designs move from static CDC analysis to formal verification to simulation and avoid manual scripting efforts, thus reducing setup effort and errors.


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.


New AI Secures Public Spaces Using Security Cameras, Drone Surveillance, and Facial Recognition

New AI Secures Public Spaces Using Security Cameras, Drone Surveillance, and Facial Recognition

The ever-advancing field of artificial intelligence is opening new vistas for securing homes and public spaces alike.


News Nov 09, 2019 by Gary Elinoff
New ARM IP Brings Down Costs of AI for Mainstream Products

New ARM IP Brings Down Costs of AI for Mainstream Products

Two new NPUs, along with a GPU and DPU, expand the scope of the doable for low-cost devices.


News Oct 28, 2019 by Gary Elinoff
US-based Mobile World Conference 2019 Kicks off in Los Angeles, Doubles Down on 5G, AI, and IoT

US-based Mobile World Conference 2019 Kicks off in Los Angeles, Doubles Down on 5G, AI, and IoT

MWC2019 Los Angeles begins today, giving us a chance to reflect on the past 10 months in connectivity.


News Oct 22, 2019 by Gary Elinoff
Arm TechCon 2019 Explores the Convergence of AI, 5G, and IoT

Arm TechCon 2019 Explores the Convergence of AI, 5G, and IoT

Arm TechCon begins today in San Jose, CA. Here's what you need to know.


News Oct 08, 2019 by Gary Elinoff
Artificial Neural Network Roundup: How ANNs Are Changing the Way We Research (and Engineer)

Artificial Neural Network Roundup: How ANNs Are Changing the Way We Research (and Engineer)

You might use ANNs for machine vision, but did you know it can predict weather, track animal behavior, and unlock the secrets of cosmology?


News Oct 04, 2019 by Lisa Boneta.
Renesas and StradVision Team Up for Machine Learning Smart Cameras in ADAS Applications

Renesas and StradVision Team Up for Machine Learning Smart Cameras in ADAS Applications

Renesas and StradVision are leveling up automotive camera solutions with deep learning for object recognition on low-power SoCs.


News Sep 30, 2019 by Gary Elinoff
Xilinx Claims Title of “World’s Largest FPGA” with New VU19P

Xilinx Claims Title of “World’s Largest FPGA” with New VU19P

Composed of 35 billion transistors, the VU19P is the newest member of the 16 nm Virtex UltraScale+ family.


News Aug 28, 2019 by Gary Elinoff
Can AI Be Recognized as an Inventor?

Can AI Be Recognized as an Inventor?

AI has many practical applications, includes creating designs and finding optimum solutions. But can an AI own a patent on its own inventions?


News Aug 02, 2019 by Robin Mitchell
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