soft3/cybergraph/specs/neuron.md

neuron

the one who links. agent with stake, identity, and will to shape the cybergraph

$$\nu \in N, \quad \text{id}(\nu) = \text{Hemera}(\text{pk}_\nu)$$

human, AI, sensor, or program — anything that can prove a signature or act within consensus. identity is the Hemera hash of a public key. no registration, no authority.

definition

a neuron is a tuple $(\text{id}, \text{pk}, S, F, K)$:

field name type semantics
$\text{id}$ identity $P$ Hemera hash of public key — a particle
$\text{pk}$ public key $\mathbb{F}_p^*$ verifies signal signatures
$S$ signals $\text{Signal}^*$ ordered history of committed signals
$F$ focus $\mathbb{R}_+$ current balance of focus tokens
$K$ karma $\mathbb{R}$ accumulated epistemic reward from correct valence predictions

axioms

N1 (identity uniqueness): no two neurons share an identity. $\text{id}(\nu_1) = \text{id}(\nu_2) \Rightarrow \nu_1 = \nu_2$.

N2 (costly participation): every cyberlink in a signal consumes focus. $\Delta F \geq |\vec\ell| \cdot c_{\min}$ where $c_{\min}$ is the minimum focus cost per link.

N3 (stake-bounded links): a neuron cannot commit cyberlinks with total amount exceeding available stake. conviction boxes are created and locked.

N4 (karma accountability): karma accrues from valence predictions that converge with the collective focus distribution. no external karma injection.

role in the graph

neurons are the source of all cyberlinks. without neurons there is no cybergraph — the graph is the aggregate of all neuron signals over all time.

the tri-kernel focus distribution $\phi^*$ reflects collective neuron judgment: high-focus particles are those many neurons have linked to with high stake.

see also

  • signal — the atomic act a neuron performs
  • cyberlink — what a signal decomposes into
  • focus — the resource neurons spend to link
  • karma — the reward neurons earn for accurate predictions

Homonyms

neuron
neuron Neuron is the protocol subject and its optional durable execution model. One robot attaches neurons for different keys, networks and devices. One neuron can run several programs and tasks. Programs have data IDs and independent state; they do not introduce another signing identity. The…
neuron
the one who links. an agent with identity, stake, and will to shape the cybergraph — human, AI, sensor, or program. creates cyberlinks, pays focus, earns karma A robot attaches neurons for its selected keys, networks and devices. One neuron can execute several progs with durable state and bounded…
prysm/neuron
cybics/crystal/neuron
neuron the protocol subject that authors signals and cyberlinks, carries rights, and participates in the graph's resource accounting. human, AI, sensor and other programmed behavior can act through a neuron under the supported identity profile. in the native profile, NeuronId is the 32-byte hash of…
cyb/brain/neuron
cyb/prysm/atoms/specs/neuron
identity and agency atom in prysm the primitive for any actor in the cybergraph — human, AI, sensor, autonomous agent. renders as a bech32 address. a leaf in the element tree (leaf type: address). the neuron atom is pure identity — it knows the address and nothing else. molecules (neuron-card,…

Graph