There are two main types of neural networks, these are biological neural networks and artificial neural networks. Within machine learning, we are dealing with artificial neural networks. There is a selection of different types of artificial neural networks, but do they relate to each other, and if so how?
Task
• In the manner of a synopsis, by considering a business intelligence and/or engineering (technological) application of your choosing, highlight and discuss modular neural networks (MNNs) and how do they relate to feed-forward neural networks (FFNNs), recurrent neural networks (RNNs), and convolutional neural networks (CNNs). Submit a brief report showing the work carried out.
Your submission should 200 words in length (+/- 10%).
This activity will be graded and you will receive feedback on it.
Breakdown of marks:
Description Marks
Correct definition or explanation of MNNs in the context of the Business Intelligence or Engineering (Technological) Application chosen. 2
Similarities (if any) and/or differences (if any) between MNNs and FFNNs. 1
Similarities (if any) and/or differences (if any) between MNNs and RNNs. 1
Similarities (if any) and/or differences (if any) between MNNs and CNNs. 1
Total= 5
