for each input node vs for each hidden node

Both phrases are correct, but they are used in different contexts. 'For each input node' is used when referring to nodes at the input layer of a neural network, while 'for each hidden node' is used when referring to nodes at the hidden layers of a neural network.

Last updated: March 17, 2024

for each input node

This phrase is correct and commonly used when referring to nodes at the input layer of a neural network.

This phrase is used when iterating over or performing operations on each node at the input layer of a neural network.

Examples:

For each input node, calculate the weighted sum of its inputs.

Alternatives:

For every input node
For all input nodes
For each node in the input layer

for each hidden node

This phrase is correct and commonly used when referring to nodes at the hidden layers of a neural network.

This phrase is used when iterating over or performing operations on each node at the hidden layers of a neural network.

Examples:

For each hidden node, apply the activation function.

Alternatives:

For every hidden node
For all hidden nodes
For each node in the hidden layer

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for each input node vs for each hidden node