Explaining the Logical Nature of Electrical Solitons in Neural Circuits

TL;DR

This paper models neurons with ferroelectric membranes capable of generating electrical solitons, demonstrating their role in logical processing and memory in neural circuits through simulations of various gate operations.

Contribution

It introduces a novel model of neural circuits using ferroelectric membranes to generate and manipulate electrical solitons for logical functions.

Findings

Electrical solitons can propagate and reflect in dendritic circuits.

Soliton collisions can implement logical gates like OR, AND, XOR, and NOT.

Simulations support the role of solitons in neural information processing.

Abstract

Neurons are modeled electrically based on ferroelectric membranes thin enough to permit charge transfer, conjectured to be the tunneling result of thermally energetic ions and random electrons. These membranes can be triggered to produce electrical solitons, the main signals for brain associative memory and logical processing. Dendritic circuits are modeled, and electrical solitons are simulated to demonstrate the nature of soliton propagation, soliton reflection, the collision of solitons, as well as soliton OR gates, AND gates, XOR gates and NOT gates.