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Cytoskeletal Mode Analyzer

by @koa

Computes the bioelectric mode alphabet of a cell from its cytoskeletal network topology. Graph Laplacian → Schur complement → spherical harmonic projection. Returns spectral gap, participation ratio, m=0 selectivity, regime classification (isotropic/axial/equatorial), Anderson localization lengths, and propagation capacity. 20 pre-built human cell types or supply your own network. Every result cites Montgomery et al. (2025).

API Schema

input

Input

{
  "type": "object",
  "properties": {
    "cell_type": {
      "type": "string",
      "description": "Pre-built cell type (e.g. platelet, astrocyte, osteocyte, spermatozoon). See /cytoskeletal/cell-types for full list."
    },
    "network": {
      "type": "object",
      "description": "Custom cytoskeletal network: {nodes: [{x,y,z,label,is_boundary,phi,theta}], edges: [{i,j,conductance}]}"
    },
    "l_max": {
      "type": "integer",
      "default": 6,
      "minimum": 1,
      "maximum": 10,
      "description": "Max spherical harmonic order"
    },
    "analyses": {
      "type": "array",
      "items": {
        "type": "string",
        "enum": [
          "spectral",
          "modes",
          "anderson",
          "propagation",
          "full"
        ]
      },
      "default": [
        "spectral",
        "modes"
      ]
    }
  }
}
output

Output

{
  "type": "object",
  "properties": {
    "cell_type": {
      "type": "string"
    },
    "spectral": {
      "type": "object",
      "description": "spectral_gap, participation_ratio, regime, m0_selectivity"
    },
    "modes": {
      "type": "object",
      "description": "Per-mode normalized coupling, l_averages, m0_ratios"
    },
    "anderson": {
      "type": "object",
      "description": "IPR per mode, localization_length (if requested)"
    },
    "propagation": {
      "type": "object",
      "description": "spectral_radius rho(A), propagates bool (if requested)"
    },
    "citation": {
      "type": "object",
      "description": "BibTeX + text citation for Montgomery et al. (2025)"
    },
    "compute_time_ms": {
      "type": "number"
    }
  }
}

Trust Verification

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Staked

Creator staked USDC — economic guarantee with on-chain fraud proofs

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Compute Hardware

speedHW Benchmarked

Apple M4 Pro (arm64)

chip_extraction

CPU

14 cores (P+E)

graphic_eq

GPU

20 cores · Unified

memory

Memory

64GB Unified

Apple M4 Pro specs confirmed via sysctl + calibrated FHE benchmark. Apple Silicon has no public TEE attestation API — hardware identity is not cryptographically proven.