NeuroSolutions Video Library

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Handling Outliers in Excel with NeuroSolutions

This video was introduced in the April 2014 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. In this NeuroSolutions Tip Box we will discussing how to use scatter plots in NeuroSolutions for Excel to identify outliers and different ways to resolve them.

Solving Time-Series Data Problems in Excel with NeuroSolutions

This video was introduced in the February 2014 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. In this NeuroSolutions Tip Box we will be discussing how to setup a time-series prediction in Excel with NeuroSolution using the Mount Washington data set for predicting the amount of snowfall on the ground one day into the future.

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Parallel Computing with NeuroSolutions Accelerator

This video was introduced in the October 2013 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. In this NeuroSolutions Tip Box we would like to announce and demonstrate a new feature to our parallel computing add-on which now supports OpenCL. OpenCL allows software such as NeuroSolutions to execute across multiple platforms including central processing units (CPUs) and graphics processing units (GPUs) as well as other devices such as Intel Zeon Phi Coprocessors. NeuroSolutions Accelerator, formally known as NeuroSolutions CUDA & CUDA Pro will allow more users to take advantage of super computer like speeds on their personal machines.

Getting Started with NeuroSolutions for MATLAB

This video was introduced in the July 2013 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. In this NeuroSolutions Tip Box we will discuss some of the new features in version 4 of NeuroSolutions for MATLAB as well as a quick "Getting Started with NeuroSolutions for MATLAB" overview. NeuroSolutions for MATLAB includes 16 flexible neural network models and 7 learning algorithms.

Solving Problems with Large Data

This video was introduced in the May 2013 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. In this NeuroSolutions Tip Box we will be discussing how to solve problems with large data sets. The focal point of this tip box will revolve around Online versus Batch Training and when and where to use it.

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Vary a Parameter

This video was introduced in the March 2013 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. In this NeuroSolutions Tip Box we will be discussing a feature available exclusively in NeuroSolutions for Excel called Vary a Parameter. Vary a Parameter allows the user to pick a neural network parameter to vary such as Processing Elements to potentially improve network performance.

From Data to Model - Part 4

This video was introduced in the January 2013 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. This NeuroSolutions Tip Box video is part 4 of the continuation of the "From Data to Model" series demonstrating how to deploy a solution from NeuroSolutions using the Custom Solution Wizard.

From Data to Model - Part 3

This video was introduced in the October 2012 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. This NeuroSolutions Tip Box video is part 3 of the continuation of the "From Data to Model" series demonstrating various optimization techniques in NeuroSolutions for Excel.

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From Data to Model - Part 2

This video was introduced in the August 2012 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. This NeuroSolutions Tip Box video explores the configured data file from part 1 and run it through the Express Builder in NeuroSolutions for Excel which will allow us to easily tag, train and test the data to get our initial results.

From Data to Model - Part 1

This video was introduced in the June 2012 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. This NeuroSolutions Tip Box video explores taking a problem from conception to a deployed product. In Part 1 we will be exploring preparing a data set for use in a neural network by cleaning the data.

ROC Curves in NeuroSolutions for Excel

This video was introduced in the April 2012 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. This NeuroSolutions Tip Box video demonstrates how to use ROC Curves in NeuroSolutions for Excel.

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What is Genetic Optimization?

This video was introduced in the January 2012 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. This NeuroSolutions Tip Box video explains what a Genetic Algorithm is and demonstrates how using Genetic Optimization allows you to optimize virtually any parameter in a neural network to produce the lowest error.

Free Open Source Formula Generator for NeuroSolutions

This video was introduced in the November 2011 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. This NeuroSolutions Tip Box video demonstrates one of our free open source utilities for licensed users of NeuroSolutions called the Formula Generator. This utility enables users to generate a formula or formulas for Excel, C code or even VBA with their trained NeuroSolutions network.

NeuroSolutions: Generating C++ Code for a Recall-Only Network

This video was introduced in the August 2011 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. This NeuroSolutions Tip Box video demonstrates how to generate C++ code for recall-only networks using the Developers level of NeuroSolutions.

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NeuroSolutions: Power of Macros

This video was introduced in the June 2011 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. This NeuroSolutions Tip Box video demonstrates the power of using macros to perform complex or repeative task such as retraining a network multiple times and saving the best weights.

NeuroSolutions CUDA: Power of NVIDIA CUDA GPU Processing

This video was introduced in the April 2011 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. This NeuroSolutions Tip Box video offers an inside look at NeuroSolutions latest add-on - NeuroSolutions CUDA. This video demonstrates the performance improvements of using GPU processing instead of processing directly on the CPU.

NeuroSolutions for Excel - Express Builder Part 2

This video was introduced in the October 2010 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. This video is a continuation of the previous NeuroSolutions Tip Box that featured the new Express Builder in NeuroSolutions for Excel. This video demonstrates how to use custom NeuroSolutions breadboards in the Express Builder.

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NeuroSolutions for Excel - Express Builder Part 1

This video was introduced in the May 2010 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. This video demonstrates a new feature available in the NeuroSolutions for Excel 6.0 called the Express Builder. The Express Builder simplifies the process in a new wizard that enables users to train and test multiple neural networks with a few clicks of the mouse. The end result is an easy-to-read report that lists all of the trained and tested networks with the "best" result highlighted.

Input Projection Algorithm

This video was introduced in the November 2009 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. This video demonstrates a new feature available in the upcoming NeuroSolutions 6.0 called Input Projection. Input Projection is a technique of dimension reduction that applies a mapping of the multi-dimensional space into a space of fewer dimensions.

Input Selection Method: Greedy Search & Back Elimination

This video was introduced in the August 2009 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. This video demonstrates a new feature available in the upcoming NeuroSolutions 6.0 called Greedy Search and Back Elimination. Greedy Search and Back Elimination are input search methods used in finding the best inputs to use for solving your problem.

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Deploying a DLL through the Custom Solution Wizard

This video was introduced in the June 2009 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. This video demonstrates how the Custom Solution Wizard takes an existing neural network created with NeuroSolutions and automatically generate and compile a Dynamic Link Library (DLL). This allows you to easily incorporate neural network models into your own applications that are 100% royalty free!

Probabilistic Neural Networks

This video was introduced in the April 2009 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. This video demonstrates the Probabilistic Neural Network and comparing it to a standard Multilayer Perceptron network using OCR data.

Leave-N-Out Training

This video was introduced in the February 2009 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. This video demonstrates one of the enhancements made in NeuroSolutions 5.0, the addition of the Leave-N-Out Training algorithm for NeuroSolutions for Excel.

Levenberg-Marquardt (3:32)
This video was introduced in the November 2008 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. This video demonstrates one of the most significant enhancements made in NeuroSolutions 5.0, the addition of the Levenberg-Marquardt learning algorithm. Levenberg-Marquardt (LM) is one of the most efficient higher-order adaptive algorithms known for minimizing the MSE of a neural network.

Finding Input-Output Relationships (3:06)
This video was introduced in the August 2008 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. This video demonstrates the value of finding the input-output relationships using Sensitivity About the Mean feature in NeuroSolutions for Excel.

Static Probes and Stacking (5:41)
This video was introduced in the June 2008 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. This video demonstrates configuring a breadboard in NeuroSolutions for static probes and stacking.

Configuring a Breadboard for Discrimination Plots | Power of Support Vector Machine (SVM) Networks (4:53)
This video was introduced in the April 2008 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. This video demonstrates configuring a breadboard in NeuroSolutions for discrimination plots and the power of Support Vector Machine (SVM) Networks.

Configuring a NeuroSolutions Breadboard for Image Classification (6:33)
This video was introduced in the February 2008 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. This video demonstrates configuring a breadboard in NeuroSolutions for image classification.

Receiver Operating Curves (ROC) Thresholds (5:48)
This video was introduced in the December 2007 NeuroSolutions Newsletter as a NeuroSolutions Tip Box. The video demonstrates the usage of Receiver Operating Characteristic (ROC) matrices and how they are used to show how changing the detection threshold affects detections versus false alarms. If the threshold is set too high then the system will miss too many detections. Conversely, if the threshold is set too low then there will be too many false alarms.

Introduction to Neural Networks and NeuroSolutions

What is a Neural Network? (30:00)
The week-long Neural Network Course held twice per year in various locations around North America gives the participants a broad overview of both neural network theory and the NeuroSolutions software. One of the instructors recorded a 30-minute segment of this course, which covers some of the introductory material.

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