Research Article
Analysis of Artificial Neural Network: Architecture, Types, and Forecasting Applications
Table 3
Designed parameters of the proposed various artificial neural networks.
| Improved backpropagation neural network | Multilayer perceptron neural network | Elman neural network |
| Input neuron = 5 | Input neuron = 5 | Input neuron = 5 | Hidden layer = 1 | Hidden layer = 1 | Hidden layer = 1 | Output neuron = 1 | Output neuron = 1 | Output neuron = 1 | Epochs = 2000 | Epochs = 2000 | Epochs = 2000 | Learning rate = 0.01 | Learning rate = 0.1 | Learning rate = 0.1 | Momentum factor = 0.9 | Threshold = 1 | Threshold = 1 | Threshold = 1 | | |
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