Definition
Synapses Dogma
The synapses dogma is simply the hypothesis that all long-term information storage in the brain, both biological and (by analogy) in artificial neural network, resides in the pattern and strength of synaptic connections between neurons.
Memories are encoded by changing synaptic efficacies, and nowhere else.