The Neural Network: Circling the Square
Node dynamics…reversion to the mean…matrix of matrices.
It takes a matrix to produce anything. Where the most basic matrix is a zero. And, a one.
Therefore, a circle is the most basic matrix. Zero and one, circumference and diameter, is responsible for the number ‘two,’ also known as a basic ‘line.’ It is impossible to have the number one without the number two (and vice versa). This proves conservation of a circle.
The line is both diameter and circumference of a circle, meaning, you cannot have a square without a circle (and vice versa). The circle intervenes (joins and separates) between any X and-or Y.
Therefore, X and Y is zero and one. If zero, then one. If one, then zero.
Without the zero, no-one. Without the one, no-zero.
Why planets, and stars, are joined, and separated, by, space. Meaning space is, technically, and technologically, the number ‘pi.’ No-zero. No-one.
Conservation of the circle is the core dynamic in nature.
