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Mind Map of Neural Network - Coggle Diagram
Mind Map of Neural Network
Activation Function
The structure of a Perceptron
sigmoid
Hyperbolic Tangent
ReLu
Softmax
Training a Perceptron
Mean Square Error
Absolute Mean Error
Huber-Loss
Gross-Entropy
Artificial Neural Network (ANN)
prime applications of ANN
facial recognition
music composition
forescasting
Type of ANN
Activation Function
Forward Propagation
Backpropagation
Back propagation neural network (BPNN)
BPNN consists of
propagate backwards
weights
biases
Plan
Recap
Intuitive walkthrough
Derivatives in computational graphs
Technique of BPNN
Cost surface
Stochastic Gradient Descent
Mini-batches
Backprogation