The memories
that matter
shouldn't fade.
MNEMO is software for consumer EEG that recognises which memories carry weight for you, and reinforces them in deep sleep.
Currently we’re working with EEG and sleep labs to improve it on real hardware.
Every sleep wearable replays the same generic cues, or simply improves sleep. But none of them reinforces the specific memories a person would choose to keep.
The gap
Cueing memories during sleep is established science. No one has made it about your memory, on hardware you actually own.
That's the opening MNEMO is built for: consolidation that's specific to you, at a scale that fits everyday life.
Why it's ours to win
The advantage isn't one clever trick a competitor could copy. It's the dataset that compounds every night someone uses it — the model fits your memory better the longer you wear it.
One loop, across your day and your night.
It learns what matters
During the day — including in therapy — MNEMO recognises which memories carry weight for you.
It reinforces them in sleep
In deep sleep, it strengthens those memories so they consolidate instead of fading.
It stays yours
A private, searchable archive that grows more personal with use — kept with you, never on someone else's server.
Follow one memory, from an ordinary afternoon to the next morning.
The moment that matters quietly stands out from the rest.
A slim headband. The moment held, gently, while you sleep.
That memory holds a little longer, instead of fading.
What we ship now, and what it grows into.
A working product: it strengthens the memories you choose to keep, and supports your sleep as well as the best consumer wearables do.
As the model learns how memory and sleep interact, we're working toward a fuller sense of what a moment meant to you — not just that it mattered, but why.
We measure honestly — and that's the edge.
Bring your lab.
We're looking for EEG and sleep labs to run MNEMO on real hardware. You bring the rig and participants; we bring the software and the analysis.
Your data stays yours. Any contribution to the research is opt-in, every time — never a condition of using MNEMO.
Thanks — your message is in.
We read every one ourselves and reply within a few days.
MNEMO is built by a small research team spanning memory science, machine-learning engineering and research operations.
We're based across three universities in Ireland and Ukraine, and are assembling a scientific advisory board in memory, sleep and neuroethics.