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What is Synaptic Strength and Impulse Dynamics about?

This document proposes a biologically inspired neural network model for image classification. It models synaptic strength as the probability of transmitting neural impulses between neurons. The document argues that there is a function relating this transmission probability to synaptic strength over time, causing synaptic strengths to converge to a unique fixed point. It then proposes using this property to train a neural network on image categories, allowing classification by assessing which network has the

Author

Ilias Mansouri

Language

EN