Developing architectures for NN's is still in the early stages of development. The multi-network designs so far have been limited to narrowly defined concepts within a single domain. The design of a complex system such as a ship will first require extensive training in current designs and second, the ability to envision inter-processings between system components. The cutting edge in NN architectures is in massive NN's such as those done by Google for recognizing hand written digits and the "Borg Cube" NN architecture developed by Affectiva for recognizing image components in pictures . In Google's approach, a number of layers, each of a number of NN's were run through with the image data.
Apr-18-2017, 15:50:20 GMT