NeuLab 1.6

Tim Dyes ❘ Freeware ❘
iOS
de votos 6

Esto no es una forma de descarga!

La base de datos del programa UpdateStar es mantenida por los usuarios y para los usuarios.
Con su apoyo, usted puede ayudar a todos los demás usuarios a mantener su software actualizado. Rellene cualquier campo que sea incorrecto o no actualizado. Comprobaremos y evaluaremos su contribución tan pronto como sea posible.
¡Gracias por apoyar a UpdateStar!

Título:

Categoría:

Requisitos:

Android

iOS

Windows

Mac

Linux

Licencia:

Editorial:

Editorial URL:

Descripción:

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

Etiquetas:

Breve descripción:

Versión instalada desconocido?

Versión actual:

Descarga URL:

Descarga directa URL:

Compre URL:

Icono URL:

Captura de pantalla 1 URL:

Captura de pantalla 2 URL:

Captura de pantalla 3 URL:

Captura de pantalla 4 URL:

PAD file URL:

Comentario:

Su e-mail:

Newsletter:

Por favor, introduzca su dirección de e-mail si quiere que nos pongamos en contacto en caso de tener cuestiones relativas a su contribución. Nosotros nunca revelaremos su dirección de correo electrónico a terceros.

Imágenes (click para ampliar)

Relacionado

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.

Última versión
1.6

Descargas seguros y gratuitas controladas por UpdateStar

Manténgase al día
con UpdateStar freeware.

Últimas reseñas

	Druckerregistrierung Registro de impresoras eficiente y sencillo con Druckerregistrierung de Canon Inc.
	FxSound Mejora tu experiencia de audio con FxSound de lrepacks.ru
	AoA DVD Ripper Extracción de DVD sin esfuerzo con AoA DVD Ripper
	AceMoney Lite AceMoney Lite: Una solución sencilla para la gestión de las finanzas personales
	PhotoMirage Da vida a tus fotos con PhotoMirage de Corel Corporation.
	PhotoDiva Transforma tus retratos con PhotoDiva

Las descargas más populares

	UpdateStar Premium Edition ¡Mantener su software actualizado nunca ha sido tan fácil con UpdateStar Premium Edition!
	Microsoft Edge Un nuevo estándar en la navegación web
	Microsoft Visual C++ 2015 Redistributable Package ¡Aumente el rendimiento de su sistema con el paquete redistribuible de Microsoft Visual C++ 2015!
	Google Chrome Navegador web rápido y versátil
	Microsoft Visual C++ 2010 Redistributable Componente esencial para ejecutar aplicaciones de Visual C++
	Microsoft Update Health Tools Herramientas de estado de Microsoft Update: ¡asegúrese de que su sistema esté siempre actualizado!