cs.NE · 2026-09-25 · No. 124

Neural and Evolutionary Computing, 2026-09-25.

2 new papers in cs.NE. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

2 entries
  1. 01

    Orbital Error Dynamics: Self-Organized Criticality, Ephemeral Parameter Resonance, and Non-Linear Biological Ontologies in Zero-Storage Neural Synthesis

    Volkan Dağlı, Zerrin Dağlı, Dağhan Dağlı

    cs.NE · cs.LG · nlin.CD

    Modern deep neural networks treat parameters as static floating-point matrices stored in physical memory, incurring Von Neumann memory bottlenecks and representation collapse. We formulate Orbital Error Dynamics (OED), an analytical framework wherein synaptic weights are not stored masses (O(W)), but transient topological resonances (O(1)) derived procedurally from the complex quadratic polynomial map z_{n+1} = z_n^2 + c. We introduce the...

    arxiv.org/abs/2609.30115 · PDF

  2. 02

    On Growth and Form, and Function: Reusable Regulatory Handles Control Phenotypic Variation

    Benedikt Hartl, Milton L. Montero, Marcello Barylli, Sebastian Risi, Michael Levin

    cs.NE · cs.LG

    How phenotypic transformations are implemented by changes in underlying regulatory dynamics remains a central question in developmental biology. Inspired by D'Arcy Thompson's 1917 "On Growth and Form", we ask whether coherent large-scale transformations of morphology can be encoded as low-dimensional modulations of a self-organizing developmental system. We use neural cellular automata (NCAs) as bio-inspired models of distributed development,...

    arxiv.org/abs/2609.29755 · PDF

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