# generic non-invasive neuromotor interface **Aliases:** generic sEMG decoder; Meta generic sEMG decoder **Entity class:** Human interface **Integration priority:** P2 **Collections:** [[collections/Consciousness Continuity|Consciousness Continuity]] · [[collections/Neurotech|Neurotech]] · [[collections/Machine Succession|Machine Succession]] **Canonical source article:** [[articles/Mind Uploading and AI — The Host is Reusable and the Person is the Delta|Mind Uploading and AI — The Host is Reusable and the Person is the Delta]] ## Definition **generic non-invasive neuromotor interface** — Meta/CTRL-labs population-trained sEMG decoder as another shared-prior + personalization example. ## Relationships <!-- BEGIN HUMANIZED RELATIONSHIPS 2026-09-11 --> This entry is routed through [[collections/Consciousness Continuity|Consciousness Continuity]], [[collections/Neurotech|Neurotech]], and [[collections/Machine Succession|Machine Succession]]. Its source context is developed in [[articles/The Organic-Synthetic Brain Atlas|The Organic-Synthetic Brain Atlas]], [[articles/Mind Uploading and AI — The Host is Reusable and the Person is the Delta|Mind Uploading and AI — The Host is Reusable and the Person is the Delta]], and [[articles/Technologies for Consciousness Mapping and Transfer|Technologies for Consciousness Mapping and Transfer]]. Status-qualified source edges are preserved in the terminal Research Edges section. ### Technology and research relationships - [[wiki/Meta Reality Labs|Meta Reality Labs]] developed **generic non-invasive neuromotor interface**. CTRL-labs sEMG wristband. ### Additional Documented Relationships - The technical comparison identifies a convergence: **generic non-invasive neuromotor interface** converges technically with [[wiki/person-specific residual|person-specific residual]]. Person-specific calibration becomes a residual refinement rather than entire decoder. - The technical comparison identifies a convergence: **generic non-invasive neuromotor interface** converges technically with [[wiki/reusable human prior|reusable human prior]]. Another biological-interface case of shared population model plus optional personalization. - [[wiki/Meta|Meta]] developed **generic non-invasive neuromotor interface**. CTRL-labs sEMG wristband. <!-- END HUMANIZED RELATIONSHIPS 2026-09-11 --> ## Research Edges <!-- BEGIN HOST RESIDUAL RELATIONSHIP GRAPH 2026-09-10 --> #### Host–residual infrastructure patch — 2026-09-10 **Resolved aliases:** `generic sEMG decoder`, `Meta generic sEMG decoder` **Collections:** [[collections/Consciousness Continuity|Consciousness Continuity]] · [[collections/Neurotech|Neurotech]] · [[collections/Machine Succession|Machine Succession]] **Canonical source article:** [[articles/Mind Uploading and AI — The Host is Reusable and the Person is the Delta|Mind Uploading and AI — The Host is Reusable and the Person is the Delta]] **Related acquisition source:** [[articles/Technologies for Consciousness Mapping and Transfer|Technologies for Consciousness Mapping and Transfer]] **Relationship source:** [[research/Mind Uploading and AI Host-Residual Ecosystem Relationship Graph - 2026-09-10|Mind Uploading and AI Host-Residual Ecosystem Relationship Graph — 2026-09-10]] #### Host-infrastructure integration Meta/CTRL-labs population-trained sEMG decoder as another shared-prior + personalization example. #### Outgoing typed edges - **HR-0238 — `trained_on` → `hundreds to thousands of participants`** — **VERIFIED EXTERNAL**; evidence `WEB_META_SEMG`. Population-scale training. - **HR-0239 — `generalizes_to` → `held-out people without person-specific calibration`** — **VERIFIED EXTERNAL**; evidence `WEB_META_SEMG`. Nature 2025. - **HR-0240 — `achieves` → `20.9 words/min handwriting`** — **VERIFIED EXTERNAL**; evidence `WEB_META_SEMG`. Closed-loop median. - **HR-0241 — `technical_convergence_with` → [[wiki/reusable human prior|Reusable Human Prior]]** — **STRONG ANALYTIC CONVERGENCE**; evidence `WEB_META_SEMG`, `ARTICLE`. Another biological-interface case of shared population model plus optional personalization. - **HR-0242 — `technical_convergence_with` → [[wiki/person-specific residual|Person-Specific Residual]]** — **ANALYTIC CONVERGENCE**; evidence `WEB_META_SEMG`, `ARTICLE`. Person-specific calibration becomes a residual refinement rather than entire decoder. - **HR-1410 — `cross_threads` → [[wiki/reusable human prior|Reusable Human Prior]]** — **HIGH VALUE CROSS THREAD**; evidence `ARTICLE`, `WIKI_ARCHIVE`. Population-trained decoder learns shared neuromotor regularities. - **HR-1411 — `cross_threads` → [[wiki/person-specific residual|Person-Specific Residual]]** — **HIGH VALUE CROSS THREAD**; evidence `ARTICLE`, `WIKI_ARCHIVE`. Personal calibration becomes optional residual refinement rather than full model. #### Incoming typed edges - **HR-0237 — [[wiki/Meta|Meta Reality Labs]] `developed` → this entry** — **VERIFIED EXTERNAL**; evidence `WEB_META_SEMG`. CTRL-labs sEMG wristband. <!-- END HOST RESIDUAL RELATIONSHIP GRAPH 2026-09-10 -->