dorsal/arxiv
View SchemaAsymptotic values of solutions to a periodic linear difference equation modeling discrimination training
| Authors | Natham Aguirre |
|---|---|
| Categories | |
| ArXiv ID | 2601.07113vv1 |
| URL | https://arxiv.org/abs/2601.07113 |
| License | http://creativecommons.org/licenses/by/4.0/ |
Abstract
This work is concerned with the study of $w(mT)$ as $m$ goes to infinity, where $w(t)$ evolves according to $w(t)-w(t-1)=F(t)-A(t)w(t-1)$, and where $T$ is the period of the vector $F(t)$ and the matrix $A(t)$. Motivated by applications to associative learning, particularly to discrimination training, extra conditions are imposed on $F(t)$ and $A(t)$, one of them relating $A(t)$ to a symmetric non-negative definite matrix $K$ relevant to mathematical models of associative learning. Structural relationships between the matrices imply an identity satisfied by the Floquet multipliers driving the dynamics of $w(mT)$ from which follows that the unstable subspace is $\ker K$. Then, the limit of $w(mT)$ is explicitly identified when $K$ is invertible, while the limit of $Kw(mT)$ is established otherwise. Given that divergence of $w(mT)$ can happen when $K$ is singular, while $Kw(mT)$ is the psychologically relevant quantity, the result can be considered optimal.
{
"annotation_id": "39c5440b-47db-4f92-973b-e895411897cf",
"date_created": "2026-02-17T05:53:12.605000Z",
"date_modified": "2026-02-17T05:53:12.605000Z",
"file_hash": "5eb20604986b83ca748d56c164635a176f53b8a82b09e6ba58b3d0e1e89ee7d2",
"private": false,
"record": {
"abstract": "This work is concerned with the study of $w(mT)$ as $m$ goes to infinity, where $w(t)$ evolves according to $w(t)-w(t-1)=F(t)-A(t)w(t-1)$, and where $T$ is the period of the vector $F(t)$ and the matrix $A(t)$. Motivated by applications to associative learning, particularly to discrimination training, extra conditions are imposed on $F(t)$ and $A(t)$, one of them relating $A(t)$ to a symmetric non-negative definite matrix $K$ relevant to mathematical models of associative learning. Structural relationships between the matrices imply an identity satisfied by the Floquet multipliers driving the dynamics of $w(mT)$ from which follows that the unstable subspace is $\\ker K$. Then, the limit of $w(mT)$ is explicitly identified when $K$ is invertible, while the limit of $Kw(mT)$ is established otherwise. Given that divergence of $w(mT)$ can happen when $K$ is singular, while $Kw(mT)$ is the psychologically relevant quantity, the result can be considered optimal.",
"arxiv_id": "2601.07113",
"authors": [
"Natham Aguirre"
],
"categories": [
"math.DS"
],
"license": "http://creativecommons.org/licenses/by/4.0/",
"title": "Asymptotic values of solutions to a periodic linear difference equation modeling discrimination training",
"url": "https://arxiv.org/abs/2601.07113",
"version": "v1"
},
"schema_id": "dorsal/arxiv",
"source": {
"execution_id": "0edaf4e2-7a9f-499e-8f9d-3ce05eb42c30",
"id": "arXiv Dataset",
"type": "Model",
"variant": "snapshot-2026-01-17",
"version": "0.1.0"
},
"user_id": 1000002
}