{"slug": "moss-is-generating-electrical-waves-that-look-startlingly-like-a-neural-network", "title": "Moss Is Generating Electrical Waves That Look Startlingly Like a Neural Network", "summary": "A new study published in Royal Society Open Science reveals that cushions of the moss Brachythecium rutabulum generate complex electrical wave patterns resembling neural activity, suggesting the plants may function as distributed excitable systems capable of coordinating signals across space and time. Computer scientist Andy Adamatzky, the sole author, recorded electrical activity over multiple days and observed fast oscillatory spikes, slow rhythmic fluctuations, and neuron-like spike trains that spread across entire moss cushions.", "body_md": "Mosses are some of the earliest plants that appeared in the fossil record, but they're anything but simple.\n\nA new study, published in * Royal Society Open Science,* reveals that moss cushions produce surprisingly complex electrical activity, with patterns that undulate across the velvety patch in dynamic waves.\n\nThe study's sole author, Andy Adamatzky, is actually a computer scientist, whose fascination with unconventional 'computing' systems like [slime molds](https://www.sciencealert.com/this-creeping-slime-is-changing-how-we-think-about-intelligence), [crowds](https://www.complex-systems.com/abstracts/v28_i01_a02/), and [mycelium networks](https://www.sciencealert.com/fungi-communicate-with-patterns-that-look-uncannily-like-our-own-speech) has now led him to a new subject: the humble moss, * Brachythecium rutabulum*.\n\n\"Plants and bryophytes display diverse forms of electrical activity, yet the organization of endogenous signals in mosses has received little attention,\" Adamatzky writes in his [new paper](https://doi.org/10.1098/rsos.252341).\n\nHis findings suggest that \"moss cushions behave as spatially distributed excitable systems potentially capable of coordinating and integrating electrical signals across both space and time.\"\n\nMoss cushions are actually many individual clones of the same teensy tiny plant.\n\nIf you look really, really closely at a mat of moss, you can see it is made up of simple, minute leaves on stems, similar to those of their larger plant relatives.\n\nBut the stems of mosses are actually much less useful at moving water and nutrients around the body of the plant.\n\nMosses actually never developed the vascular systems that we see in other more complex plants, which is why they cannot grow much taller than a few centimeters. Their leaf-like structures are just one cell thick; they don't even have roots.\n\nBut that doesn't mean they're not potentially capable of transmitting information across the colony by other means.\n\nFor the study, Adamatzky collected cushions of the common moss species *B. rutabulum* from natural outdoor environments in North Somerset in the UK.\n\nBack in the lab, he poked electrodes into the moss clumps to track any electrical activity that might be passing across this soggy green matrix.\n\nLike many plants, moss lives life in slow motion, so to get on its level, Adamatzky recorded its electrical behavior across multiple days.\n\nThis revealed \"a rich repertoire of electrical events, including components consistent with both physiological activity and slower drift-related processes: fast oscillatory spikes, slower rhythmic fluctuations and very slow depolarization waves,\" he [reports](https://doi.org/10.1098/rsos.252341).\n\n\"In addition to these described classes, we also observed spikes resembling high-amplitude action potentials and neuron-like spike trains.\"\n\nSome of the moss's electrical waves were rapid, while others undulated slowly. They tended to spread across the entire cushion rather than remaining confined to a particular region, and followed patterns across different timescales.\n\nThese findings [suggest that](https://press.royalsociety.org/articles/details/RSOS-252341.R1) \"moss behaves as a dynamic, interconnected system rather than a collection of independent cells.\"\n\nThere are a few limitations here.\n\nFor one, there were no negative control recordings, using the same electrode method on an inert substrate (rather than living moss) to rule out electrical signals being the result of something other than the moss – the instruments, for example.\n\nSecondly, using moss collected from nature also brings an element of chaos: it's unclear in this study whether some contamination, mixed levels of hydration, or other factors might have influenced the flow of electricity.\n\nMuch more detailed research is needed before we will know whether mosses could actually act as \"responsive sensory networks or distributed biocomputing substrates\", as Adamatzky proposes in his [paper](https://doi.org/10.1098/rsos.252341).\n\n**Related: Moss Survived 9 Months in The Vacuum of Space**\n\n\"This multi-layered organization supports the emerging view that moss can serve as a naturally evolved, energy-efficient living substrate for biohybrid\n\nsensing and unconventional computation.\"\n\nBut even just knowing more about what these little green plants are getting up to, in the cracks and crevices of the world around us, is cause for wonder.\n\nThe research was published in [Royal Society Open Science](https://doi.org/10.1098/rsos.252341).\n\nThis article was fact-checked by [Michael Irving](https://www.sciencealert.com/michaelirving) and edited by [Rebecca Dyer](https://www.sciencealert.com/rebecca-dyer). While we pride ourselves on our process, we are only human. If you spot a mistake, [please let us know](https://www.sciencealert.com/contact-us).", "url": "https://wpnews.pro/news/moss-is-generating-electrical-waves-that-look-startlingly-like-a-neural-network", "canonical_source": "https://www.sciencealert.com/moss-behaves-a-little-like-a-really-slow-brain-scientist-discovers", "published_at": "2026-07-21 23:01:00+00:00", "updated_at": "2026-07-21 23:25:37.768666+00:00", "lang": "en", "topics": ["neural-networks", "artificial-intelligence"], "entities": ["Andy Adamatzky", "Brachythecium rutabulum", "Royal Society Open Science"], "alternates": {"html": "https://wpnews.pro/news/moss-is-generating-electrical-waves-that-look-startlingly-like-a-neural-network", "markdown": "https://wpnews.pro/news/moss-is-generating-electrical-waves-that-look-startlingly-like-a-neural-network.md", "text": "https://wpnews.pro/news/moss-is-generating-electrical-waves-that-look-startlingly-like-a-neural-network.txt", "jsonld": "https://wpnews.pro/news/moss-is-generating-electrical-waves-that-look-startlingly-like-a-neural-network.jsonld"}}