Table 2.
Comparisons between feedforward and feedback neural network
Category
|
Feedforward neural network
|
Feedback neural network
|
Signal direction | Unidirectional | Unidirectional/bidirectional |
Operation time | Short | Long |
Feedback by output signal | No | Yes |
Structural complexity | Simple | Complicated |
Memory time | Short-term or none | Long-term |
Applied ranges in medicine | Wide | Limited |
Application | Perceptron network, back propagation network, radial basis function network | Recurrent neural network, Hopfieid network, Boltzmann machine |