On the Relation of Impulse Propagation to Synaptic Strength

In neural network, synaptic strength could be seen as probability to transmit impulse, and function could exist from transmission probability to synaptic strength. If the function satisfies constraint such as continuity and monotonicity, neural network would always go to one unique fixed point. An biological image classifier is proposed to utilize this fixed point.