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Multilayer Perceptrons (MLP) - Coggle Diagram
Multilayer Perceptrons (MLP)
Architecture
Input Layer
Hidden Layer(s)
Output Layer
Weights
Biases
Data Processing
Data Collection
Data Cleaning
Feature Selection
Normalization
Learning Process
Forward Propagation
Activation Function
ReLU
Sigmoid
Tanh
Loss Function
Mean Squared Error
Cross-Entropy
Backpropagation
Gradient Descent
Training
Initialize Weights
Feed Input
Calculate Loss
Update Weights
Trained Model
Applications
Classification
Regression
Image Recognition
Speech Recognition
Performance
Accuracy
Precision
Recall
F1-Score