Delta Rule Learning
This sample is similar to the above one - it also classifies linearly separable data into several classes, which means that this sample also demonstrates a layer of neurons. But this time neurons have continuous activation function, but not a threshold function, which enables usage of new learning algorithm known as delta rule learning.
This sample application demonstrates usage of the API to control Lego Mindstorm RCX robotics kit. With the sample application it is possible to connect RCX brick (USB IR tower is required), read its sensors' values, control motors, get information about the device and play simple sounds on the device.
The sample application is very similar to the above one, but demonstrates usage of API to control Lego Mindstorm NXT robotics kit. The application provides the same functionality - connecting to NXT brick (over Bluetooth), checking its sensors values, controlling motors, etc.
This application also demonstrates controlling Surveyour's Stereo Vision System board. The application allows receiving video feeds from both cameras, show stereo anaglyph images and manipulate robot by driving it using predefined commands or using direct motors' control.
Independent Component Analysis (ICA)
Sample application demonstrating how to use Independent Component Analysis (ICA) to perform blind source separation of audio signals.
The sample application demonstrates the work of different motion detection algorithms. With this application it is possible as just to enable/disable motion detection, as turn on different motion post processing algorithms, like highlighting of motion regions. It supports number of different video sources, which includes USB web cameras, JPEG snapshots and MJPEG streams over HTTP (IP cameras), local video files. In addition it allows specifying regions of interest, where the motion should be detected. Yet another feature of this application is to show motion history - a chart on the bottom, which shows history of detected motion level.
Handwritten digits recognition by using Non-linear (Multiple) Discriminant Analysis using Kernels (KDA).
Speech Recognition & Text to Speech
If you are interested in computer text to speech (TTS) and speech recognition (SR), this demonstration is for you, it will demonstrates the speech technologies for more than 26 different languages :