Question

Use the Internet to identify several applications of neural networks. Write a brief summary of these applications.

Answer 1

Neural Networks has many applications. To start with,character recognition is one of the application of neural networks. This works on recognizing the handwritten patterns, either a digit or a character by introducing a learning from one layer to the other layer and this learning is done by constant layer to layer training. Human Face Recognition is also one of the neural network applications,a very well trained network is required to differentiate between the images with human face and without human face.Fully-connected multilayer feed-forward neural network trained with the help of back-propagation algorithm is one of the neural networks which is used for training the network with input as the pre-processed image with reduced dimensionality.The other application of neural network is paraphrase detection,it detects the meaning of the two sentences and check if they mean the same or somewhat similar. Recursive neural network training is used to train this network and it works in n-dimensional semantic phase to detect the not so different meaning sentences. Neural Netowkrs has got many other applications such as language generation, machine translation, spell checking, named entity recognition, part of speech tagging etc.