Neurons and synapses have more than 100 different neurotransmitters and their many receptors, there is reuptake and destructive encyme activity and they are connected up to many thousands of their peer. Every single neuron is a dizzyingly complex machine, employing countless sub machines and processes.

You can not reasonably compare this to model parameters or transistors at all.