Error of a Neuron

Unique ID: /.neuronError

\(\delta\)

Description

This symbol, \(\delta\), is the error of a neuron in a feedforward neural network. It quantifies how much the neuron's potential contributed to the network's training loss. The error is computed in the backward pass in backpropagation, so it plays a role in computing the gradient when minimizing the loss function. The error is computed differently, depending on whether the neuron is a hidden neuron or an output neuron.

References

  1. Jaeger, H. (2024, May 18). Neural Networks (AI) (WBAI028-05) Lecture Notes BSc program in Artificial Intelligence. Retrieved from https://www.ai.rug.nl/minds/uploads/LN_NN_RUG.pdf

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