# A dual artificial neural network core PRNG on FPGA driven by a novel 4D hyperchaotic system with hidden attractor

Source: [Physics : nature.com subject feeds](https://www.nature.com/articles/s41598-026-79716-3) · 2026-11-13 · Physics
Page: https://themorning.science/story/a-dual-artificial-neural-network-core-prng-on-fpga-driven-by-a-novel-4d-hypercha-a0e273ceeea61206
Kind: research · Impact: low

## In brief

- Three Nature-family papers were listed in subject feeds on 2026-11-13.
- One paper in Scientific Reports describes a dual artificial neural network core pseudo-random number generator on FPGA, driven by a 4D hyperchaotic system with a hidden attractor.
- Another paper describes spatial DNA-directed single-molecule co-profiling of methylome and transcriptome in mammalian tissues.
- A third Scientific Reports paper reports surveillance for zoonotic viruses in the human population at the human-animal interface in North Sulawesi, Indonesia.

## Why it matters

The three papers span random number hardware, single-molecule epigenomics and zoonotic virus surveillance, so readers in each field may find a relevant new method or dataset, though the feed entries contain only titles.

## Coverage

- [A dual artificial neural network core PRNG on FPGA driven by a novel 4D hyperchaotic system with hidden attractor](https://www.nature.com/articles/s41598-026-79716-3) — Physics : nature.com subject feeds, 2026-11-13
- [Spatial DNA-directed single-molecule methylome and transcriptome co-profiling in mammalian tissues](https://www.nature.com/articles/s41422-026-01320-x) — Biological sciences : nature.com subject feeds, 2026-11-13
- [Surveillance for zoonotic viruses in human population at the human-animal interface in North Sulawesi, Indonesia](https://www.nature.com/articles/s41598-026-61999-1) — Biological sciences : nature.com subject feeds, 2026-11-13

Tags: random number generation, fpga, epigenomics, methylation, zoonotic viruses

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Brief generated by AI (claude-haiku-5-5) from the reporting listed under Coverage. Headlines belong to their publishers. The Morning Science – https://themorning.science