Getting Started with Deep Learning Toolbox

Tutorials

• Try Deep Learning in 10 Lines of MATLAB Code
  

  Learn how to use deep learning to identify objects on a live webcam with the AlexNet pretrained network.

• Classify Image Using GoogLeNet
  

  This example shows how to classify an image using the pretrained deep convolutional neural network GoogLeNet.

• Classify Webcam Images Using Deep Learning
  

  This example shows how to classify images from a webcam in real time using the pretrained deep convolutional neural network GoogLeNet.

• Get Started with Transfer Learning
  

  This example shows how to use transfer learning to retrain AlexNet, a pretrained convolutional neural network, to classify a new set of images.

• Transfer Learning with Deep Network Designer
  

  Interactively fine-tune a pretrained deep learning network to learn a new image classification task.

• Create Simple Deep Learning Network for Classification
  

  This example shows how to create and train a simple convolutional neural network for deep learning classification.

• Sequence Classification Using Deep Learning
  

  This example shows how to classify sequence data using a long short-term memory (LSTM) network.

Deep Networks

• Deep Learning in MATLAB
  

  Discover deep learning capabilities in MATLAB^® using convolutional neural networks for classification and regression, including pretrained networks and transfer learning, and training on GPUs, CPUs, clusters, and clouds.

• Pretrained Convolutional Neural Networks
  

  Learn how to download and use pretrained convolutional neural networks for classification, transfer learning and feature extraction.

• Learn About Convolutional Neural Networks
  

  An introduction to convolutional neural networks and how they work in MATLAB.

Shallow Networks

• Shallow Networks for Pattern Recognition, Clustering and Time Series
  

  Use apps and functions to design shallow neural networks for function fitting, pattern recognition, clustering, and time series analysis.

• Deep Learning Toolbox Bibliography
  

  Refer to additional sources of information about neural networks.

• Deep Learning Toolbox Sample Data Sets for Shallow Networks
  

  List of sample data sets to use while experimenting with the toolbox.

• Glossary
  

Online Learning

• 

  Deep Learning Onramp

Videos

• What Is Deep Learning?