Non-Neural Memory as Thermodynamic Basin Dynamics: Kramers Escape, K-Factorization, and Mean-Field Convergence in Xenobot Calcium Signaling
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| Format: | Recurso digital |
| Language: | English |
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Zenodo
2026
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| _version_ | 1866901740021874688 |
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| author | Eckert, Anthony |
| author_facet | Eckert, Anthony |
| contents | Maps the Levin lab's xenobot memory data (Pai et al. 2026) into the Void Framework's thermodynamic field theory. Calcium cross-correlation provides the first direct physical observable for the coupling coordinate α, bypassing the scoring circularity problem. K-Factorization confirmed at the calcium level with temporal dissociation: scale responds first during stimulus, coupling shape reorganizes over hours. Kramers barrier height E_b/T ≈ 6.8 from 24h memory persistence matches the universal cross-domain range. Six predictions tested (HP-XBM1–6), five kill conditions (0/5 fired). Establishes Pe dynamics in a system with zero neural architecture. |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_19158783 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Non-Neural Memory as Thermodynamic Basin Dynamics: Kramers Escape, K-Factorization, and Mean-Field Convergence in Xenobot Calcium Signaling Eckert, Anthony xenobot non-neural memory calcium signaling Kramers escape K-Factorization mean-field Peclet number integrated information basal cognition thermodynamic field theory Void Framework Maps the Levin lab's xenobot memory data (Pai et al. 2026) into the Void Framework's thermodynamic field theory. Calcium cross-correlation provides the first direct physical observable for the coupling coordinate α, bypassing the scoring circularity problem. K-Factorization confirmed at the calcium level with temporal dissociation: scale responds first during stimulus, coupling shape reorganizes over hours. Kramers barrier height E_b/T ≈ 6.8 from 24h memory persistence matches the universal cross-domain range. Six predictions tested (HP-XBM1–6), five kill conditions (0/5 fired). Establishes Pe dynamics in a system with zero neural architecture. |
| title | Non-Neural Memory as Thermodynamic Basin Dynamics: Kramers Escape, K-Factorization, and Mean-Field Convergence in Xenobot Calcium Signaling |
| topic | xenobot non-neural memory calcium signaling Kramers escape K-Factorization mean-field Peclet number integrated information basal cognition thermodynamic field theory Void Framework |
| url | https://doi.org/10.5281/zenodo.19158783 |