What are the different types of neural network software?
neural network software uses patterns recognition to predict trend or identify irregularity of behavior. While all computer neural networks work on the same general principle, this type of software can be used in many different ways. Three of the most common varieties are image, data and software for voice neural network.
All neural network software is based on the structure of the brain or animal. As with the brain, the individual processing areas of the artificial neural network can be re -organized into new structures. Instead of being coded to perform only one limited task, neural network software can be taught a general formula and then use this model to predict the result of many different events.
The neural network software based on the figure is suitable for comparing images and processing visual patterns. This diversity of the program is usually associated with a high -resolution camera or a collection of existing pictures. In one example of a picture neuron networkThe researchers used computers to visually categorize flowers in the right type of plants. Visual neural network programs can analyze attributes such as the length and color of the object, and sort images intelligently.
Some types of neuron network programs are able to perform similar tasks in real time. The software can be connected to the tracking camera and observe the area for movement or behavior that is unusual. Some police departments and security groups use this software to reduce labor requirements in virtually monitoring the area.
Other types of neural network software are designed to work with raw data. Numbers or text variables are usually provided a network that can process data to find trends. The banking industry often uses this type of software to estimate chances of bankruptcy or loan based on available financial records. These typesIt can also be used to determine the value of real estate based on many different factors or to derive the value of the company.
neuron networks can also be designed to process voice information. As with display processing programs, this type of software can compare two audio samples or explore the trends of many different voice records. Some voice recognition programs use neural networks to determine which word is spoken. This can be used for automatic dictations or for audio distribution applications such as voicemail. The flexible ability of neural network learning allows software to recognize words, even if the speaker has an accent.