Research Article

Image Classification Based on Light Convolutional Neural Network Using Pulse Couple Neural Network

Table 2

PCNN equations parameter.

WhereIs

Dynamic threshold
The feeding compartment of the neuron embedded in a 2D array of neurons
The corresponding linking compartment
Input stimulus
Internal activity of neurons
Large constant
Neuron’s outputs from a previous iteration (n − 1)
Time constant where
Constant synaptic weights
Sigmoid function
Linking strength