NeuLab 1.6

Tim Dyes ❘ Freeware ❘
iOS
aus 6 Bewertungen

Dies ist kein Download-Formular!

Die UpdateStar-Programmdatenbank wird von Anwendern für Anwender gepflegt.
Mit deiner Unterstützung hilfst du allen anderen Anwendern, ihr Software-Setup auf dem neuesten Stand zu halten. Bitte fülle alle Felder aus, die nicht korrekt oder nicht aktuell sind. Wir werden deine Aktualisierung schnellstmöglich berücksichtigen.
Vielen Dank, dass du UpdateStar unterstützt!

Titel:

Kategorie:

Anforderungen:

Android

iOS

Windows

Mac

Linux

Lizenz:

Hersteller:

Hersteller URL:

Beschreibung:

NeuLab offers a comprehensive laboratory environment for individuals to delve into the realm of neural networks through practical experience. Key features include:

<ul>
 <li>Help button available on each screen for detailed explanations of all controls.</li>
 <li>Configuration, training, testing, and optimization of networks.</li>
 <li>Utilization of AutoPrune for enhanced network accuracy.</li>
 <li>Application of Prune and Link functionalities for building convolution layers.</li>
 <li>Definition of input-output examples for training and testing, with the option to use NeuLab's built-in editor or import externally defined examples.</li>
 <li>Saving and exporting trained networks, along with training data and test results.</li>
 <li>Stepping through network training to observe changes in internal weights per training data presentation.</li>
 <li>Stepping through network testing to analyze node activations in response to inputs and the subsequent network outputs.</li>
</ul>

Background information elucidates that neural networks operate by processing data through intricately interconnected layers of basic processing nodes. Neural networks find applications in a myriad of fields such as pattern recognition, handwriting recognition, voice detection, financial market analysis, among others. Notably, neural networks learn from observations without a prerequisite for problem-specific rules or algorithms.

NeuLab primarily serves as an educational platform to aid users in comprehending the functionality and mechanisms of neural networks. With an ability to configure the network and provide training data, users can gauge the network's learning ability and performance on test data. Testing the network is crucial to evaluate its efficacy on unseen data, contributing to a deeper understanding of network operations and the significance of comprehensive training data representation.

Users can create networks up to 5 layers deep with a maximum of 100 nodes per layer in NeuLab. The networks are designed in a feedforward structure where signals travel from input nodes through hidden layers before reaching the output layer. Each layer maintains full connectivity with the subsequent layer; additionally, each layer includes a bias node connected to the next layer. Nodes within layers employ a sigmoid activation function; outputs are confined between 0.0-1.0, requiring similar constraints on example data values with potential scaling if necessary.

The training process involves multiple iterations of presenting training examples, enabling the network to adjust internal connection weights until outputs align closely with those from the training dataset. This learning process follows the gradient descent backpropagation algorithm employing the generalized delta rule established in renowned works such as the 1986 PDP books by Rumelhart, McClelland, among others.

Users can experiment with diverse network parameters including topology, initialization methods, and training data variations to observe how these factors influence training speed and success rate. Post-training evaluation involves testing network accuracy against out-of-sample examples; unsatisfactory results prompt further investigation into potential incremental training data requirements, rectifying data representation issues, or considering pruning methodologies.

By utilizing NeuLab, users gain insights into neural network functionalities, practical applications, as well as strategies to resolve common training and operational hurdles that may arise.

For queries, feedback or support requests, users can contact Tim Dyes via email at tim@timdyes.com. Additional resources such as case studies and FAQs are available on the same platform.
- Tim Dyes

Tags:

Kurzbeschreibung:

Installierte Version unbekannt?

Aktuelle Version:

Download URL:

Direkte Download URL:

Online-Shop URL:

Icon URL:

Screenshot 1 URL:

Screenshot 2 URL:

Screenshot 3 URL:

Screenshot 4 URL:

PAD Datei URL:

Kommentar:

Ihre E-Mail:

Newsletter:

Bitte gib deine E-Mail-Adresse ein, wenn wir dich für evtl. Rückfragen kontaktieren können. Wir geben deine E-Mail-Adresse niemals an Dritte weiter.

Screenshots (Klicken, um zu vergrößern)

Verwandt

Big Keys Low Vision Keyboard

Large Print Keyboard for Low Vision and Low Dexterity iPad users. A Visual Impairment Aid, Big Keyboard features Large Print Keys, designed for individuals with Low Vision, providing High Contrast Colors.

Cool Timer Pro

A set of timers with an artistic touch. This collection includes various timers suited for different tasks: a charming hourglass, a sleek countdown, a sophisticated kitchen timer, a dependable stopwatch, and trendy multi-timers.

Palapa!

A no-code artificial intelligence social application offers a user-friendly platform to create AI-powered social experiences without the need for coding knowledge.

Quickness: Add Contacts

Quickness leverages Siri's capabilities along with the Shortcuts app to facilitate the creation of new contacts efficiently.

Smart Statistics

Editor's Review: Smart Statistics by Adamus Capuano Smart Statistics by Adamus Capuano is a comprehensive statistical analysis software designed to help users make sense of data.

TrueEntropy

TrueEntropy harnesses the capabilities of your smartphone's camera to produce genuine random numbers by analyzing thermal noise.

Neueste Version
1.6

Sichere, kostenlose Downloads geprüft von UpdateStar

Bleib up-to-date
mit UpdateStar Freeware.

Neueste Reviews

	MobieSync Müheloses Übertragen und Verwalten von Daten mit MobieSync von Aiseesoft
	WildTangent-Spiele Erlebe hochfliegende Action mit dem Blackhawk Striker von WildTangent!
	MAGIX Video deluxe Erstellen Sie mit MAGIX Video deluxe ganz einfach professionell aussehende Videos!
	iTop Screenshot Effizientes IT-Service-Management mit iTop
	Samsung Portable SSD Software Steigern Sie Ihre Speicherleistung mit der Samsung Portable SSD Software
	Plarium Play Erlebe eine nahtlose Gaming-Plattform mit Plarium Play!

Beliebteste Downloads

	UpdateStar Premium Edition Mit der UpdateStar Premium Edition war es noch nie so einfach, Ihre Software auf dem neuesten Stand zu halten!
	Microsoft Edge Ein neuer Standard beim Surfen im Internet
	Microsoft Visual C++ 2015 Redistributable Package Steigern Sie Ihre Systemleistung mit Microsoft Visual C++ 2015 Redistributable Package!
	Google Chrome Schneller und vielseitiger Webbrowser
	Microsoft Visual C++ 2010 Redistributable Wesentliche Komponente zum Ausführen von Visual C++-Anwendungen
	Microsoft Update Health Tools Microsoft Update Health Tools: Stellen Sie sicher, dass Ihr System immer auf dem neuesten Stand ist!