Introduction to neural networks and artificial intelligence no0-(note-taking version)

The Mcculloch-pitts model for neurons

Neuron: The basic Information Processing Unit for neural network operations.
The basic elements of neurons: synapses, adders, biases, activation functions.
Neuron Mathematical expression:
Name of the UK: output of the linear assembly
VK=UK+BK: Induction of local domain, activation potential.
The role of bias is to do affine transformations for the UK.
Type of activation function: threshold function, sigmoid function.

Introduction to neural networks and artificial intelligence no0-(note-taking version)