Review
Copyright ©The Author(s) 2021.
World J Gastroenterol. Jun 7, 2021; 27(21): 2681-2709
Published online Jun 7, 2021. doi: 10.3748/wjg.v27.i21.2681
Table 2 Comparisons between feedforward and feedback neural network
Category
Feedforward neural network
Feedback neural network
Signal directionUnidirectionalUnidirectional/bidirectional
Operation timeShortLong
Feedback by output signalNoYes
Structural complexitySimpleComplicated
Memory timeShort-term or noneLong-term
Applied ranges in medicineWideLimited
ApplicationPerceptron network, back propagation network, radial basis function networkRecurrent neural network, Hopfieid network, Boltzmann machine