Making Sense of Neural Networks in the Light of Evolutionary Optimization

AV Sinitskiy - bioRxiv, 2023 - biorxiv.org
To what extent can evolution be considered as the sole first principle that explains all
properties of nervous systems? This paper proposes an innovative, mathematically rigorous …

New restrictions on ai from physics: The most reliable way to predict agi future?

AV Sinitskiy - Authorea Preprints, 2023 - techrxiv.org
In recent years, advancements in Artificial Intelligence (AI) have accelerated, edging us
closer to achieving Artificial General Intelligence (AGI). However, alongside these …

Simplest Model of Nervous System. I. Formalism

AV Sinitskiy - bioRxiv, 2023 - biorxiv.org
This study presents a novel, highly simplified model of the nervous system, inspired by one
hypothetical scenario of its origin. The model is designed to accommodate both …

Irreversibility in Non-reciprocal Chaotic Systems

T Pham, A Alonso, K Proesmans - arXiv preprint arXiv:2407.17939, 2024 - arxiv.org
How is the irreversibility of a high-dimensional chaotic system controlled by the
heterogeneity in the non-reciprocal interactions among its elements? In this paper, we …