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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.


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.”


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 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.


Basic Binary Division: The Algorithm and the VHDL Code

Basic Binary Division: The Algorithm and the VHDL Code

This article will review a basic algorithm for binary division.


How to Write the VHDL Description of a Simple Algorithm: The Control Path

How to Write the VHDL Description of a Simple Algorithm: The Control Path

This article will review converting a simple algorithm into a VHDL description.


How to Write the VHDL Description of a Simple Algorithm: The Data Path

How to Write the VHDL Description of a Simple Algorithm: The Data Path

In this article, you'll learn how to write the VHDL code for a simple algorithm.


What is Bluetooth 5? Learn about the Bit Paths Behind the New BLE Standard

What is Bluetooth 5? Learn about the Bit Paths Behind the New BLE Standard

The latest Bluetooth Specification provides features that allow increased speed and increased transmission distance. This article provides information about the various bit data paths used in the latest specifications.


Better Insight into DSP: 10 Applications of Convolution in Various Fields

Better Insight into DSP: 10 Applications of Convolution in Various Fields

This article presents an overview of various applications which exploit convolution, an advanced signal operation.


An Introduction to the CORDIC Algorithm

An Introduction to the CORDIC Algorithm

CORDIC is a hardware-efficient iterative method which uses rotations to calculate a wide range of elementary functions.


An Intro to Adaptive Echo Cancellers

An Intro to Adaptive Echo Cancellers

A introduction to adaptive echo cancellers using Matlab simulation.


Adaptive Gain Control with the Least Mean Squares Algorithm

Adaptive Gain Control with the Least Mean Squares Algorithm

An introduction to the least mean squares algorithm and adaptive gain control through a simple example.


Fundamentals Of Quantum Computing

Fundamentals Of Quantum Computing

This article walks through the very basics of quantum computing and how they are designed. It will also provide accurate information about the principles behind quantum theory that helps quantum computing work. The objective is to help you understand this new age technology and its benefits.