Start where the evidence is strongest.

The memory layer stands on decades of published memory research. Here is what we build on, and what we still need to learn.

Read the research

What science already shows

01

Memory loss can be lost access

In mouse models of early Alzheimer's disease, direct activation of the cells holding a memory brought it back. The problem was retrieval, not storage. Roy et al., Nature, 2016.

02

Memory can be written

In 2013, Ramirez, Liu and Tonegawa at MIT created a false memory in mice by activating the hippocampal cells that hold a memory (Science, 2013). We take one lesson from this: memory can be changed from outside, so it must be protected.

03

Human memory can be improved with stimulation

A hippocampal prosthesis that used patients' own neural codes improved memory by about 35%. Hampson et al., Journal of Neural Engineering, 2018. Closed loop stimulation of the lateral temporal cortex increased recall by about 15%. Ezzyat et al., Nature Communications, 2018.

04

Memory drifts

The neurons that represent a memory change over days and weeks, even when behavior stays the same. Ziv et al. (Nature Neuroscience, 2013) tracked thousands of hippocampal cells in mice and found that only about 15 to 25% overlapped between any two days. This is called representational drift. A memory must be modeled continuously, not saved once.

Research programs

  1. 01

    Neural foundation models for memory

    Models trained on human intracranial and implant recordings that decode memory state and location.

  2. 02

    Human memory atlas

    A shared map of where and how memories appear in human neural data.

  3. 03

    Memory verification benchmark

    A before and after test for brain procedures, designed with clinicians.

  4. 04

    Closed loop restoration signals

    Decoders that tell stimulation devices when and where to act.

  5. 05

    Continuity through brain renewal

    Methods to carry memory through gradual brain tissue replacement, in step with programs such as ARPA-H's Functional Repair of Neocortical Tissue (FRONT) program, launched in July 2025.

Open questions

How stable is a decoded memory across months?

How much recording is enough to verify memory?

Which signals predict that a memory can still be reached?

We will publish what we learn, including what does not work.

[Publications]

Publications

Our first results will appear here. Until then, we point to the work we build on.

Press enquiries: press@chirondiscovery.com

Research with us

If you run a memory lab, an epilepsy monitoring unit or a brain repair program, we want to talk.

Propose a collaboration