cs.NE · 2026-09-15 · No. 114

Neural and Evolutionary Computing, 2026-09-15.

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

    Event-Native Symbolic-Temporal Spike Encoding Framework for Heterogeneous Cyber Streams

    Dalton Diez, Peyton Andras, Max Shroyer, James Ghawaly

    cs.NE · cs.AI · cs.CR

    Spiking neural networks (SNNs) have shown promise for sparse, event-driven computation through stateful processing that is naturally compatible with low-power edge hardware. These properties align with cyber monitoring, where data arrives asynchronously, and malicious behavior often emerges through temporal patterns across event sequences. However, cyber streams are not composed solely of continuous numeric signals: their informative...

    arxiv.org/abs/2609.15772 · PDF

  2. 02

    Big Brains and Changing Environments: Cause or Consequence?

    Sian Heesom-Green, Jonathan Shock, Geoff Nitschke

    cs.NE · cs.AI · q-bio.PE

    Large brains are metabolically costly, and associations with changing environments do not imply they evolved there, as the Cognitive Buffer Hypothesis (CBH) would suggest. They may instead evolve in stable conditions and later facilitate colonization of changing environments. Using neuro-evolution in an artificial seasonal foraging task, we compared agents evolving exclusively in changing environments to agents first evolved in static...

    arxiv.org/abs/2609.15569 · PDF

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