Related Experiment Video
Updated: Feb 20, 2026

Swin-PSAxialNet: An Efficient Multi-Organ Segmentation Technique
Published on: July 5, 2024
Symmetry breaking in neural nets
1Dipartimento di Matematica, Università degli Studi di Roma La Sapienza, Italy.
Abstract:
In this paper two well-known homogeneous models of neural nets undergoing symmetry-breaking transitions are studied in order to see if, after the transition, there is the appearance of Goldstone modes. These have been found only in an approximate way; there are indications, however, that they can play a prominent role when the tissue is subjected to external inputs, constraining it to be slaved to the characteristics of those. This circumstance should be essential in explaining how a structured net can store complex inputs and give subsequently ordered outputs.
Related Concept Videos
Symmetry
Neural Circuits
Neuronal pools are collections of nerve cells with similar functions and interact through chemical and electrical signals. These pools include both interneurons (the central neural circuit nodes that...
Symmetry in Maxwell's Equations
Gauss's Law: Cylindrical Symmetry
Gauss's Law: Planar Symmetry
Unsymmetric Bending

