Real-Time BCI System Design to Control Arduino Based Speed Controllable Robot Using EEG by Swagata Das & Devashree Tripathy & Jagdish Lal Raheja

Author:Swagata Das & Devashree Tripathy & Jagdish Lal Raheja
Language: eng
Format: epub
ISBN: 9789811330988
Publisher: Springer Singapore

Neural networks have an interesting property to generalize, that is, production of correct outputs for inputs that were not included in the training dataset of the network. Nonlinearity

In mathematical terms, NN is the mapping of an input space to an output space. The overall mapping itself can consist of smaller mappings working simultaneously in the form of simpler units called neurons. However, information processed in each neuron is in nonlinear domain resulting in the overall mapping nonlinear too. Whenever there is a physical mechanism generating the input signal, nonlinear in nature, this property of nonlinearity becomes very important. Tolerance of faults

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