Mathematical model

Tomasz Biegacz

2019-05-01

Each neuron is composed of three layers:

• Additive and linear part, responsible for selecting output passed from previous neural network layer.
• Non linear neuron logical unit, responsible for learning patterns in input data.

Non linear neuron logical unit

Logical unit itself is composed of:

• Non linear input unit with negation capabilities
• Logical conjunction unit over inputs

Non linear input unit

Non linear input unit behaviour

Derrivatives

cutOff=2

cutOff=-2